Publications du thème Métamodélisation, Optimisation Continue et Applications (MOCA)
issues de la collection LIMOS de
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289 documents
Pour toutes les publis du LIMOS, cliquez ici
| Date publi Type |
Co-auteurs Titre journal ou conférence |
Domaines |
|---|---|---|
| 2026
UNDEFINED 
|
Soumyodeep Mukhopadhyay, Didier Rullière, Rodolphe Le Riche, David Gaudrie, Xavier Bay, Laurent Genest, David Gaudrie
Optimal Linear Interpolation under Differential Information: application to the prediction of perfect flows |
Informatique/Analyse numérique |
| 2026
ART
|
Anthony Bertrand, Engelbert Mephu Nguifo, Violaine Antoine, David Hill
A K-Means, Ward and DBSCAN Repeatability Study Cloud Computing and Data Science - 2026 |
Informatique/Intelligence artificielle |
| 2026
ART
|
Hassan Maatouk, Didier Rullière, Xavier Bay
Truncated multivariate normal distribution under linear and nonlinear constraints Technometrics - 2026 |
Statistiques |
| 2026
UNDEFINED
|
Razak Christophe Sabi Gninkou, Andrés F. López-Lopera, Franck Massa, Rodolphe Le Riche
Scalable multitask Gaussian processes for complex mechanical systems with functional covariates |
Statistiques |
| 2026
COMM
|
Rodolphe Le Riche
Including domain knowledge in Bayesian Optimization Dagstuhl Seminar 26072: Best Practice for Leveraging Domain Knowledge in Real-World Optimization - 2026 |
Informatique/Apprentissage |
| 2026
UNDEFINED
|
David R.C. Hill, Benjamin A. Antunes
Applications and limits of the Grover Quantum Algorithm |
Informatique/Intelligence artificielle |
| 2026
UNDEFINED
|
Rui Ma, Renaud Chicoisne, Pierre Latouche
On partial convexification cuts for mixed-integer quadratic programs with 0-1 indicators |
Maths |
| 2025
UNDEFINED
|
Noé Lebreton, Julien Ah-Pine, Julien Jacques, Matthieu Neveu
Pattern matching for multivariate time series forecasting |
Statistiques |
| 2025
UNDEFINED
|
Charlie Sire, Didier Rullière, Rodolphe Le Riche, Jérémy Rohmer, Yann Richet, Lucie Pheulpin
Augmented Quantization: Mixture Models for Risk-Oriented Sensitivity Analysis |
Statistiques |
| 2025
COMM
|
Soumyodeep Mukhopadhyay, Didier Rullière, Rodolphe Le Riche, Xavier Bay, Laurent Genest, David Gaudrie
Optimal Linear Interpolation under Differential Information: application to prediction of perfect flows PGMO (Programme Gaspard Monge pour l'Optimisation) DAYS 2025 - 2025 |
Informatique/Modélisation et simulation |
| 2025
COMM
|
Soumyodeep Mukhopadhyay, Didier Rullière, Rodolphe Le Riche, Laurent Genest, David Gaudrie
Optimal Linear Interpolation under Differential Information: application in fluid dynamics Journées Scientifiques du consortium CIROQUO - 2025 |
Informatique/Modélisation et simulation |
| 2025
COMM
|
Julien Ah-Pine, Nathaniel Gbenro
Mixed data k -Anonymization by Consistent Maximal Association and Microaggregation CIKM '25: The 34th ACM International Conference on Information and Knowledge Management - 2025 |
Statistiques |
| 2025
ART
|
Didier Rullière, Marc Grossouvre
A Joint Kriging Model with Application to Constrained Classification Statistics and Computing - 2025 |
Statistiques |
| 2025
POSTER
|
Didier Rullière, Rodolphe Le Riche, Xavier Bay, Soumyodeep Mukhopadhyay, Victor Trappler, Hassan Maatouk, Tanguy Appriou, Laurent Genest, David Gaudrie, Marc Grossouvre, Christophette Blanchet-Scalliet, Céline Helbert, Sébastien da Veiga, Julien Pelamatti, Reda El Amri, Youssef Diouane, Victor Picheny, Alexandre Scotto Di Perrotolo
Gaussian Processes: from knowledge-informed Machine Learning to optimization |
Informatique/Apprentissage |
| 2025
ART
|
Hassan Maatouk, Didier Rullière, Xavier Bay
Efficient constrained Gaussian process approximation using elliptical slice sampling Bayesian Analysis - 2025 |
Statistiques |
| 2025
COMM
|
Zaar Khizar, Johann Laconte, Roland Lenain, Romuald Aufrère
Feeling the force: A nuanced physics-based traversability sensor for navigation in unstructured vegetation European Conference on Mobile Robots - 2025 |
Informatique/Robotique |
| 2025
ART
|
Hassan Maatouk, Didier Rullière, Xavier Bay
Bayesian analysis of constrained Gaussian processes Bayesian Analysis - 2025 |
Statistiques |
| 2025
COMM
|
Anthony Quintin, Cécile Mattrand, Rudy Chocat, Tom Petit, Jean-Marc Bourinet
Plans d'expériences optimaux d'essais de ténacité 26e Congrès Français de Mécanique - 2025 |
Informatique/Modélisation et simulation |
| 2025
POSTER
|
Soumyodeep Mukhopadhyay, Rodolphe Le Riche, Xavier Bay, Didier Rullière, Laurent Genest, David Gaudrie
Multi-output Gaussian Process Regression: from shape parameters to vector-valued fluid flow |
Informatique/Modélisation et simulation |
| 2025
COMM
|
David R.C. Hill
Digital Transition and Artificial Intelligence for Good: Towards Ethical and Sustainable Energy Consumption? 2025 International Electronics Symposium (IEEE) - 2025 |
|
| 2025
POSTER
|
Mohamed Gharafi, Nikolaus Hansen, Rodolphe Le Riche, Dimo Brockhoff
Rank-based Linear-Quadratic Surrogate Assisted CMA-ES |
Informatique/Apprentissage |
| 2025
POSTER
|
Soumyodeep Mukhopadhyay, Didier Rullière, Rodolphe Le Riche, Xavier Bay, Laurent Genest, David Gaudrie
Kriging under differential information: application to prediction of perfect flows |
Informatique/Modélisation et simulation |
| 2025
COMM
|
Armel Soubeiga, Thomas Guyet, Violaine Antoine
Soft-ECM: An extension of Evidential C-Means for complex data FUZZ-IEEE 2025 - International Conference on Fuzzy Systems - 2025 |
Informatique/Mathématique discrète |
| 2025
POSTER
|
H. Maatouk, Didier Rullière, Xavier Bay
Bayesian Linear Models for Large Datasets |
Statistiques |
| 2025
ART
|
Benjamin A. Antunes, David R.C. Hill
Performance and Reproducibility Assessment of Quantum Dissipative Dynamics Framework: A Comparative Study of Fortran Compilers, MKL, and FFTW Cloud Computing and Data Science - 2025 |
|
| 2025
COMM
|
Guillaume Perrin, Rodolphe Le Riche
Bayesian optimization with derivatives acceleration Journée Parcimonie, Optimisation et Problèmes Inverses Lyon Saint-Etienne Savoie (POPILSS 2025) - 2025 |
Informatique/Recherche opérationnelle |
| 2025
UNDEFINED
|
Nicolas Rojas Varela, Julien Ah-Pine, Engelbert Mephu Nguifo
OnlineBootKNN: A Novel Algorithm for Detecting Anomalies in Spectral Data Streams |
|
| 2025
UNDEFINED
|
Hassan Maatouk, Didier Rullière, Xavier Bay
Adaptive finite-dimensional approximation of constrained Gaussian processes for large datasets |
Statistiques |
| 2025
COMM
|
Kevin Taurines, Rodolphe Le Riche, Boris Brangeon, Maxime Doya
Multiobjective Optimization With Uncertainties and Discrete Meta-Variables : The Case Of Building Energy Refurbishment Math to Product (M2P) - 2025 |
Informatique/Modélisation et simulation |
| 2025
THESE
|
Francesco Cancelliere
Grey-box health management of lithium-ion batteries using electrochemical modeling and surrogate-based particle filters |
Informatique/Modélisation et simulation |
| 2025
COMM
|
Anis Fradi, Chak Samir, Achref Ouni
Audio Signal Denoising with Reduced Gaussian Distributions 56ièmes Journées de Statistique de la SFdS - 2025 |
Statistiques |
| 2025
POSTER
|
Soumyodeep Mukhopadhyay, Didier Rullière, Rodolphe Le Riche, Xavier Bay, Laurent Genest, David Gaudrie
Collocation-based kriging with applications to the prediction of perfect flows |
Informatique/Modélisation et simulation |
| 2025
COUV
|
Hassan Maatouk, Didier Rullière, Xavier Bay
Efficient Bayesian Linear Models for a Large Number of Observations |
Statistiques |
| 2025
UNDEFINED
|
Armel Soubeiga, Violaine Antoine, Sylvain Moreno
Comparative analysis of multidimensional sequential trajectories clustering methods |
Informatique/Apprentissage |
| 2025
THESE
|
Armel Soubeiga
Evidential clustering for trajectory analysis |
Informatique/Intelligence artificielle |
| 2025
ART
|
Anis Fradi, Tien-Tam Tran, Chafik Samir
Decomposed Gaussian Processes for Efficient Regression Models with Low Complexity Entropy - 2025 |
Maths |
| 2025
COMM
|
Didier Rullière, Marc Grossouvre
Some considerations on Kriging, Constraints and Classification Journées de statistique et optimisation en Occitanie (JS2O) - 2025 |
Statistiques |
| 2025
ART
|
Hestiasari Rante, Kirana Hanifati, Youcef Mezouar, David R.C. Hill
Integration of MQTT and Augmented Reality using Dobot Magician Lite Robot JOIV : International Journal on Informatics Visualization - 2025 |
|
| 2025
THESE
|
Tanguy Appriou
Design optimization for high-dimensional problems |
Statistiques |
| 2025
COMM
|
Achref Ouni, Chafik Samir, Yousef Bouaziz, Anis Fradi
ConvKAN: Towards Robust, High-Performance and Interpretable Image Classification 20th International Conference on Computer Vision Theory and Applications - 2025 |
|
| 2025
ART
|
Maxime Chareyre, Pierre Fournier, Julien Moras, Jean-Marc Bourinet, Youcef Mezouar
Unsupervised Discovery of Objects Physical Properties Through Maximum Entropy Reinforcement Learning IEEE Robotics and Automation Letters - 2025 |
Physique |
| 2025
ART
|
Anthony Quintin, Tom Petit, Rudy Chocat, Cécile Mattrand, Jean-Marc Bourinet
Uncertainty quantification of the reference temperature T0 of 16MND5 steel from experimental and numerical fracture toughness tests Engineering Fracture Mechanics - 2025 |
Sciences de l'ingenieur |
| 2025
ART
|
Lucas Brunel, Mathieu Balesdent, Loïc Brevault, Rodolphe Le Riche, Bruno Sudret
A survey on multi-fidelity surrogates for simulators with functional outputs: unified framework and benchmark Computer Methods in Applied Mechanics and Engineering - 2025 |
Maths |
| 2025
UNDEFINED
|
Renaud Chicoisne, Pierre Latouche, Rui Ma
On Strenghtenings for the Feature Selection Problem |
Maths |
| 2025
COMM
|
Armel Soubeiga, Thomas Guyet, Violaine Antoine
Soft-ECM : une extension de l'algorithme Evidentiel C-Means pour des données complexes Extraction et Gestion des Connaissances, EGC'2025 - 2025 |
Informatique/Mathématique discrète |
| 2025
COUV
|
Mourad Baïou, David R.C. Hill
Évolution des méthodes de calcul en théorie des jeux |
|
| 2025
UNDEFINED
|
Hassan Maatouk, Didier Rullière, Xavier Bay
Bayesian linear models for large datasets: Markov chain Monte Carlo or Matheron's update rule |
Statistiques |
| 2025
ART
|
Roxane Jouseau, Sébastien Salva, C. Samir
A New Metric for Measuring the Intrinsic Quality in Data Collected for Quantitative Classification Lecture Notes in Artificial Intelligence - 2025 |
|
| 2025
OUV
|
Benjamin A. Antunes, David R.C. Hill
Recherche Reproductible |
|
| 2025
ART
|
Armel Soubeiga, Violaine Antoine, Alice Corteval, Nicolas Kerckhove, Sylvain Moreno, Issam Falih, Jules Phalip
Clustering and Interpretation of time-series trajectories of chronic pain using evidential c-means Expert Systems with Applications - 2025 |
Informatique/Intelligence artificielle |
| 2025
ART
|
Anis Hoayek, Didier Rullière
Assessing clustering methods using Shannon's entropy Information Sciences - 2025 |
Sciences de l'homme et de la societe |
| 2025
ART
|
Zhiqiang Wang, Kenneth Ezukwoke, Anis Hoayek, Mireille Batton-Hubert, Xavier Boucher
Natural language processing (NLP) and association rules (AR)-based knowledge extraction for intelligent fault analysis: a case study in semiconductor industry Journal of Intelligent Manufacturing - 2025 |
Maths |
| 2025
ART
|
Benoît Albert, Violaine Antoine, Jonas Koko
ECM+: An improved evidential c-means with adaptive distance Fuzzy Sets and Systems - 2025 |
Informatique/Intelligence artificielle |
| 2025
ART
|
Tien Tam Tran, Ines Adouani, Chafik Samir
Computing regularized splines in the Riemannian manifold of probability measures ESAIM: Mathematical Modelling and Numerical Analysis - 2025 |
Maths |
| 2025
ART
|
Hassan Maatouk, Didier Rullière, Xavier Bay
Large-scale constrained Gaussian processes for shape-restricted function estimation Statistics and Computing - 2025 |
Statistiques |
| 2025
UNDEFINED
|
Victor Trappler, Céline Helbert, Rodolphe Le Riche
Multiobjective Optimization under Uncertainties using Conditional Pareto Fronts |
Maths |
| 2024
COMM
|
Babacar Sow, Rodolphe Le Riche, Julien Pelamatti, Merlin Keller, Sanaa Zannane
Optimization and metamodeling of functions defined over clouds of points workshop SAMOURAI - 2024 |
Informatique/Recherche opérationnelle |
| 2024
COMM
|
Victor Trappler, Céline Helbert, Christophette Blanchet-Scalliet, Rodolphe Le Riche
Multiobjective Bayesian Optimization under uncertainties Rencontres annuelles 2024 du réseau Mexico - 2024 |
Statistiques |
| 2024
ART
|
Francesco Cancelliere, Sylvain Girard, Jean-Marc Bourinet, Matteo Broggi
Prognostic of lithium-ion batteries using a combination of physical modeling and hybrid multi-layer perceptron particle filter Energy Reports - 2024 |
Statistiques |
| 2024
THESE
|
Babacar Sow
Optimizing and metamodeling functions defined over clouds of points |
|
| 2024
ART
|
Benjamin A. Antunes, David Hill
Random Numbers for Machine Learning Journal of Data Science and Intelligent Systems - 2024 |
Informatique/Intelligence artificielle |
| 2024
COMM
|
Alexis Chartrain, Gilles Dessagne, Noël Haddad, David R.C. Hill
Linking Digital Twin Design and Ontologies with Model-Driven Engineering: Application to Railway Infrastructure 16th International Joint Conference on Knowledge Discovery, Knowledge Engineering and Knowledge Management (IC3K '24) - Special Session on Ontologies for Digital Twin (DTO '24) - 2024 |
Sciences de l'ingenieur |
| 2024
THESE
|
Benjamin Antunes
Calcul à hautes performances : Reproductibilité et répétabilité des résultats numériques et des mesures de performances |
|
| 2024
THESE
|
Benjamin Antunes
Calcul à haute performance : reproductibilité et répétabilité des résultats numériques et des mesures de performances |
Informatique/Apprentissage |
| 2024
COMM
|
Francesco Cancelliere, Sylvain Girard, Jean-Marc Bourinet, Piero Baraldi, Enrico Zio
Mean Variance Estimation Neural Network Particle Filter for Predicting Battery Remaining Useful Life 16 th Annual Conference of the Prognostics and Health Management Society - 2024 |
Statistiques |
| 2024
COMM
|
Armel Soubeiga, Violaine Antoine, Sylvain Moreno
Clustering multi-relationnel flou des trajectoires de la douleur chronique 33èmes Rencontres Francophones sur la Logique Floue et ses Applications (LFA 2024) - 2024 |
Statistiques |
| 2024
ART
|
Charles Surget, Sylvain Dubreuil, Jérôme Morio, Cécile Mattrand, Jean-Marc Bourinet, Nicolas Gayton
A sensitivity analysis based trade-off between probabilistic model identification and statistical estimation Reliability Engineering and System Safety - 2024 |
Physique |
| 2024
COMM
|
David Hill, Benjamin A. Antunes, Anthony Bertrand, Engelbert Mephu Nguifo, Loïc Yon, Jeanne Nautré-Domanski, Violaine Antoine
Machine learning and reproducibility impact of random numbers 38th European Simulation and Modelling Conference (ESM) - 2024 |
|
| 2024
ART
|
Rui Shibasaki, Mourad Baïou, Francisco Barahona, Philippe Mahey, Maurício de Souza
Volume-Based Branch-and-Cut Algorithm for Large-Scale Fixed-Charge Multicommodity Network Design Annals of Operations Research - 2024 |
Informatique/Recherche opérationnelle |
| 2024
OTHER
|
Marc Grossouvre
Évaluation de la performance énergétique du parc bâti à fine échelle dans une optique de massification des travaux et d’atteinte des objectifs nationaux |
Sciences de l'environnement |
| 2024
THESE
|
Marc Grossouvre
Assessing the energy performance of the building stock at a fine scale so as to scale up renovation works and reach national targets |
Statistiques |
| 2024
ART
|
R. Agroum, J. Djoko, Jonas Koko, T. Sayah
Stokes flow with Tresca boundary condition: a posteriori error analysis Calcolo - 2024 |
Maths |
| 2024
COMM
|
Armel Soubeiga, Violaine Antoine, Sylvain Moreno
Multi-View Relational Evidential C-Medoid Clustering with Adaptive Weighted 2024 IEEE 11th International Conference on Data Science and Advanced Analytics (DSAA) - 2024 |
Informatique/Intelligence artificielle |
| 2024
ART
|
Panagiotis Gavallas, George Stefanou, Dimitrios Savvas, Cécile Mattrand, Jean-Marc Bourinet
CNN-based prediction of microstructure-derived random property fields of composite materials Computer Methods in Applied Mechanics and Engineering - 2024 |
Maths |
| 2024
UNDEFINED
|
Benjamin A. Antunes, Claude Mazel, David R.C. Hill
Performance and reproducibility assessment of quantum dissipative dynamics framework: a comparative study of Fortran compilers, MKL, and FFTW |
Informatique/Calcul parallèle, distribué et partagé |
| 2024
COMM
|
Noé Lebreton, Julien Jacques, Julien Ah-Pine, Matthieu Neveu
Pattern matching for multivariate time series forecasting ENBIS-24 Conference - 2024 |
Statistiques |
| 2024
PROCEEDINGS
|
Hestiasari Rante, Moh. Zikky, Muhammad Fauzan Arief, Iwan Syarif, Dwi Susanto, Zakha Maisat Eka Darmawan, Youcef Mezouar, David Hill
Interactive Augmented Reality Simulation to Stimulate Children in Learning Robotics Arm Behaviour |
Sciences de l'ingenieur |
| 2024
COMM
|
Anis Fradi, Chafik Samir
A New Framework for Evaluating the Validity and the Performance of Binary Decisions on Manifold-Valued Data ECML PKDD - 2024 |
Statistiques |
| 2024
ART
|
Babacar Sow, Rodolphe Le Riche, Julien Pelamatti, Merlin Keller, Sanaa Zannane
Wasserstein-Based Evolutionary Operators for Optimizing Sets of Points: Application to Wind-Farm Layout Design Applied Sciences - 2024 |
Sciences de l'environnement |
| 2024
COMM
|
Shidi Deng, Benoit Albert, Violaine Antoine, Jonas Koko
A Specialized Xie-Beni Measure for Clustering with Adaptive Distance EUSFLAT - 2024 |
Informatique/Intelligence artificielle |
| 2024
ART
|
Olivier Boissier, Sandrine Berger-Douce, Rodolphe Le Riche, Florent Breuil
L'Institut Henri Fayol MINES, La Revue des Ingénieurs, Paris - Saint-Etienne - Nancy - 2024 |
Informatique/Modélisation et simulation |
| 2024
ART
|
Tanguy Appriou, Didier Rullière, David Gaudrie
Combination of Optimization-free Kriging Models for High-Dimensional Problems Computational Statistics - 2024 |
Statistiques |
| 2024
ART
|
Guillaume Perrin, Rodolphe Le Riche
Bayesian optimization with derivatives acceleration Transactions on Machine Learning Research Journal - 2024 |
Informatique/Recherche opérationnelle |
| 2024
ART
|
Benjamin A. Antunes, David R.C. Hill
Reproducibility, Replicability, and Repeatability: A survey of reproducible research with a focus on high performance computing Computer Science Review - 2024 |
Informatique/Génie logiciel |
| 2024
COMM
|
van Tri Do, Violaine Antoine, Jonas Koko
WECM: An Evidential Subspace Clustering Algorithm IPMU - 2024 |
Informatique/Intelligence artificielle |
| 2024
OUV
|
Benjamin A. Antunes, David R.C. Hill
Recherche Reproductible : Comment les outils informatiques et le calcul scientifique impactent bien des disciplines |
|
| 2024
PROCEEDINGS
|
Hassan Maatouk, Didier Rullière, Xavier Bay
Large scale Gaussian processes with Matheron's update rule and Karhunen-Loève expansion |
Statistiques |
| 2024
ART
|
Anis Fradi, Chafik Samir, Ines Adouani
A New Bayesian Approach to Global Optimization on Parametrized Surfaces in $\mathbb {R}^{3}$ Journal of Optimization Theory and Applications - 2024 |
Statistiques |
| 2024
HDR
|
Julien Ah-Pine
Contributions en science des données. Fusion d'informations, fonctions d'agrégation, mesures en clustering, variétés non linéaires et données fonctionnelles |
Statistiques |
| 2024
COMM
|
Guillaume Perrin, Rodolphe Le Riche
Bayesian optimization with derivatives acceleration Workshop on Bayesian optimization & related topics - 2024 |
Informatique/Recherche opérationnelle |
| 2024
COMM
|
Babacar Sow, Rodolphe Le Riche, Julien Pelamatti, Merlin Keller, Sanaa Zannane
Optimization of functions defined over sets of points in polygons with evolutionary algorithms based on Wasserstein barycenters FGS Conference on Optimization 2024 : French German Spanish conference on optimization - 2024 |
Maths |
| 2024
ART
|
Dania Ati, Rahma Agroum, Jonas Koko
A Priori Error Analysis and Finite Element Approximations for a Coupled Model Under Nonlinear Slip Boundary Conditions Journal of Mathematical Fluid Mechanics - 2024 |
Maths |
| 2024
COMM
|
Lucas Brunel, Mathieu Balesdent, Loïc Brevault, Rodolphe Le Riche, Bruno Sudret
Uncertainty quantification oriented active learning for surrogates of simulators with functional outputs 9th european congress on computational methods in applied sciences and engineering (ECCOMAS 2024) - 2024 |
Statistiques |
| 2024
COMM
|
Francesco Canceliere, Sylvain Girard, Jean-Marc Bourinet
Data-Driven Prognostics with Multi-Layer Perceptron Particle Filter: a Cross-Industry Exploration 8 th European Conference of the PHM Society (PHME24) - 2024 |
Statistiques |
| 2024
ART
|
Hassan Maatouk, Didier Rullière, Xavier Bay
Sampling large hyperplane-truncated multivariate normal distributions Computational Statistics - 2024 |
Statistiques |
| 2024
COMM
|
Amal Omrani, Anis Fradi, Chafik Samir
Reduced run-time and memory complexity regression with a Gaussian process prior JDS - 2024 |
Statistiques |
| 2024
COMM
|
Alexis Chartrain, Gilles Dessagne, Noël Haddad, David R.C. Hill
Retrospective on the Digital Twin concept and perspectives for railways: the case of SNCF Réseau 2ème Congrès Annuel de la SAGIP (SAGIP '24) - 2024 |
Sciences de l'ingenieur |
| 2024
COMM
|
Tanguy Appriou
Talk on Bayesian Optimization for High-Dimensional Problems Journées CIROQUO mai 2024 - 2024 |
Statistiques |
| 2024
COMM
|
Sami Ben Elhaj Salah, Rodolphe Le Riche, Julien Bruchon, Nicolas Moulin
Génération de champs aléatoires de perméabilité pour les composites par méthodes à noyaux 16ème Colloque National en Calcul de Structures (CSMA 2024) - 2024 |
Sciences de l'ingenieur |
| 2024
ART
|
Marc Grossouvre, Didier Rullière, Jonathan Villot
Predicting missing Energy Performance Certificates: Spatial interpolation of mixture distributions Energy and IA - 2024 |
Maths |
| 2024
COMM
|
Thabang Doreen Lebese, Cécile Mattrand, David Clair, Jean-Marc Bourinet, François Deheeger
Unsupervised Representation Learning for Smart Transportation 22nd International Symposium on Intelligent Data Analysis (IDA 2024) - 2024 |
Informatique/Apprentissage |
| 2024
COMM
|
Moussa Issa, Alexis Chartrain, Flavien Viguier, Bruno Landes, Gilles Dessagne, Noël Haddad, David R.C. Hill
Railway system Digital Twin: a tool for extended enterprises to perform multimodal transportation in a decarbonization context Transport Research Arena 2024 (TRA '24) - 2024 |
Sciences de l'ingenieur |
| 2024
POSTER
|
Babacar Sow, Rodolphe Le Riche, Julien Pelamatti, Merlin Keller, Sanaa Zannane
Clouds of points optimization in convex polygons with evolutionary algorithms based on Wasserstein barycenters |
Statistiques |
| 2024
COMM
|
Tanguy Appriou
Talk on High-Dimensional Bayesian Optimization with a Combination of Kriging Models Conférence MASCOT-NUM 2024 - 2024 |
Statistiques |
| 2024
ART
|
Marc Grossouvre, Didier Rullière, Jonathan Villot
Enhancing buildings' energy efficiency prediction through advanced data fusion and fuzzy classification Energy and Buildings - 2024 |
Sciences de l'homme et de la societe |
| 2024
COMM
|
Alexis Chartrain, Gilles Dessagne, Noël Haddad, David R.C. Hill
Vers une simulation globale du système ferroviaire : atout pour l'aide à la décision guidée par l'analyse de risques 25ème congrès de la Société Française de Recherche Opérationnelle et d'Aide à la Décision (ROADEF '24) - 2024 |
Sciences de l'ingenieur |
| 2024
COMM
|
Benjamin A. Antunes, Claude Mazel, Philippe Lacomme, David R.C. Hill
Test de reproductibilité de l'algorithme de Grover sur simulateur et sur machines quantiques IBM Roadef 2024 - 2024 |
|
| 2024
COMM
|
David Gaudrie, Rodolphe Le Riche, Tanguy Appriou
An Empirical Case of Gaussian Processes Learning in High Dimension: the Likelihood versus Leave-One-Out Rivalry SIAM Conference on Uncertainty Quantification (UQ24) - 2024 |
Informatique/Intelligence artificielle |
| 2024
COMM
|
Céline Helbert, Reda El Amri, Rodolphe Le Riche, Christophette Blanchet-Scalliet, Sébastien da Veiga
EFISUR A sampling criterion for constrained bayesian optimization with uncertainties SIAM UQ - 2024 |
Maths |
| 2024
COMM
|
Tanguy Appriou
Talk on: Combination of Gaussian Process Models for High-Dimensional Bayesian Optimization SIAM UQ 24 - 2024 |
Statistiques |
| 2024
COMM
|
Charlie Sire, Rodolphe Le Riche, Didier Rullière, Jérémy Rohmer, Lucie Pheulpin, Yann Richet
Augmented Quantization: a General Approach to Mixture Models UQ 2024 - SIAM Conference on Uncertainty Quantification - 2024 |
Statistiques |
| 2024
COMM
|
Jouseau Roxane, Sébastien Salva, C. Samir
A Novel Metric for Measuring Data Quality in Classification Applications 16th International Conference on Agents and Artificial Intelligence - 2024 |
Informatique/Apprentissage |
| 2024
ART
|
Radek Kučera, Vladimír Arzt, Jonas Koko
MINI Element for the Navier–Stokes System in 3D: Vectorized Codes and Superconvergence Informatica - 2024 |
Maths |
| 2024
ART
|
Djoko Kamdem Jules, Gidey Hagos, Sayah Toni, Jonas Koko
Discontinuous Galerkin methods for Stokes equations under power law slip boundary condition: a priori analysis Calcolo - 2024 |
Maths |
| 2024
ART
|
Tanguy Appriou, Didier Rullière, David Gaudrie
High-dimensional Bayesian Optimization with a Combination of Kriging models Structural and Multidisciplinary Optimization - 2024 |
Statistiques |
| 2024
ART
|
Dania Ati, Rahma Agroum, Jonas Koko
A coupled model of the fluid flow with nonlinear slip Tresca boundary condition Computers & Mathematics with Applications - 2024 |
Maths |
| 2024
ART
|
Julien Ah-Pine, Anne-Françoise Yao
On using derivatives and multiple kernel methods for clustering and classifying functional data Neurocomputing - 2024 |
Statistiques |
| 2024
REPORT
|
Christophette Blanchet-Scalliet, Céline Helbert, Delphine Sinoquet, Miguel Munoz Munoz Zuniga, Rodolphe Le Riche, Didier Rullière, Clémentine Prieur, Olivier Zahm, Josselin Garnier, Dimo Brockhoff, Olivier Roustant, François Bachoc, Luc Pronzato, Yann Richet, Jérémy Rohmer, Frédéric Huguet, David Gaudrie, Amandine Marrel, Baptiste Kerleguer, Thomas Perrillat-Bottonet, Cedric Durantin
Activity report ciroquo research & industry consortium |
Maths |
| 2024
ART
|
Laurence Grammont, Hassan Maatouk, Xavier Bay
Equivalent between constrained optimal smoothing and Bayesian estimation Journal of Nonparametric Statistics - 2024 |
Informatique/Analyse numérique |
| 2023
ART
|
Benjamin A. Antunes, David Hill
Evaluating Simultaneous Multi-threading and Affinity Performance for Reproducible Parallel Stochastic Simulation Research Reports on Computer Science - 2023 |
Informatique/Calcul parallèle, distribué et partagé |
| 2023
COMM
|
David Gaudrie, Rodolphe Le Riche, Victor Picheny
Modeling and Optimization with Gaussian Processes in Reduced Eigenbases Machine Learning, Optimization and Manifolds (MLOMA) - 2023 |
Statistiques |
| 2023
COMM
|
Benjamin A. Antunes, Claude Mazel, David R.C. Hill
Identifying Quality Mersenne Twister Streams For Parallel Stochastic Simulations Winter Simulation Conference 2023 - 2023 |
Informatique/Calcul parallèle, distribué et partagé |
| 2023
PROCEEDINGS
|
Anis Fradi, Chafik Samir, José Braga
A Shrinkage Method for Learning, Registering and Clustering Shapes of Curves |
Statistiques |
| 2023
ART
|
Renaud Chicoisne, Fernando Ordóñez
Algorithms for a Risk-Averse Stackelberg Game with Multiple Adversaries Computers and Operations Research - 2023 |
Informatique/Recherche opérationnelle |
| 2023
ART
|
Marc Grossouvre, Didier Rullière, Jonathan Villot
Mixture kriging for granular data: The case of energy performance certificate prediction Science Talks - 2023 |
Sciences de l'environnement |
| 2023
ART
|
Reda El Amri, Rodolphe Le Riche, Céline Helbert, Christophette Blanchet-Scalliet, Sébastien da Veiga
A sampling criterion for constrained Bayesian optimization with uncertainties SMAI Journal of Computational Mathematics - 2023 |
Informatique/Intelligence artificielle |
| 2023
ART
|
Cyrille Mascart, David Hill, Alexandre Muzy, Patricia Reynaud-Bouret
Efficient Simulation of Sparse Graphs of Point Processes ACM Transactions on Modeling and Computer Simulation - 2023 |
Statistiques |
| 2023
COMM
|
Babacar Sow, Rodolphe Le Riche, Julien Pelamatti, Merlin Keller, Sanaa Zannane
Wasserstein Barycenter-based Evolutionary Algorithm for the optimization of sets of points PGMO DAYS 2023 - 2023 |
Maths |
| 2023
COMM
|
Anis Fradi, Chafik Samir, José Braga
Learning and inferring on Cochlear Shapes of Juvenile and Adult Fossil Hominins International conference on artificIAl Intelligence and applied MAthematics for History and Archaeology - 2023 |
Statistiques |
| 2023
THESE
|
Charlie Sire
Robust inversion under uncertainty for risk analysis – application to the failure of defences against flooding |
Maths |
| 2023
COMM
|
Etienne Jules, Francesco Cancelliere, Cécile Mattrand, Jean-Marc Bourinet
Remaining Useful Life Prediction of Turbofans with Virtual Health Indicator: A Comparison of Particle Filter-Based Approaches 2023 7th International Conference on System Reliability and Safety (ICSRS) - 2023 |
Sciences de l'ingenieur |
| 2023
THESE
|
Clément Laboulfie
Characterization of the impact of material variability on the parameters of composite behavior laws |
Physique |
| 2023
PROCEEDINGS
|
Anis Fradi, Chafik Samir
Learning and Regression on the Grassmannian |
Statistiques |
| 2023
COMM
|
Valentin Guien, Violaine Antoine, Romain Lardy, Italo da Rocha Moreira, Luis Enrique Correa Rocha, Isabelle Veissier
Simulation de comportement d'une vache à l'aide d'un processus markovien 32èmes Rencontres Francophones sur la Logique Floue et ses Applications - 2023 |
Informatique/Modélisation et simulation |
| 2023
POSTER
|
Lucas Brunel, Mathieu Balesdent, Loïc Brevault, Rodolphe Le Riche, Bruno Sudret
A review of multi-fidelity surrogate models for high dimensional field outputs |
Informatique/Modélisation et simulation |
| 2023
COMM
|
Francesco Cancelliere, Sylvain Girard, Jean-Marc Bourinet, Matteo Broggi
Grey-box Approach for the Prognostic and Health Management of Lithium-Ion Batteries Annual Conference of the PHM Society 2023 - 2023 |
Statistiques |
| 2023
REPORT
|
Dimitri Peaucelle, Damien Trentesaux, Gülgün Alpan, Romain Postoyan, Jean Auriol, Christophe Bérenguer, Eric Bonjour, Olivier Cardin, Vincent Cheutet, William Derigent, Valérie dos Santos Martins, Sylvain Durand, Paolo Frasca, Laurent Geneste, Marion Gilson, Virginie Goepp, Mamadou Kaba Traoré, Jimmy Lauber, Michaël Di Loreto, Guillaume Mercère, Sylvie Norre, Elena Panteley, François Pérès, Petreczky Mihaly, Franck Plestan, Nacim Ramdani, Evren Sahin, Reine Talj, Louise Travé-Massuyès
Groupement de Recherche MACS - Bilan 2019-2023 et Projet 2024-2028 |
Informatique/Automatique |
| 2023
COMM
|
Didier Rullière, Marc Grossouvre
On Multi-Output Kriging and Constrained Classification Séminaire Statistique LMA - 2023 |
Statistiques |
| 2023
ART
|
J K Djoko, Jonas Koko, B. Daya Reddy
A family of predictor-corrector schemes for a class of variational inequalities Nonlinear Analysis: Real World Applications - 2023 |
Maths |
| 2023
COMM
|
Victor Charpenay, Rodolphe Le Riche
How Many Dimensions for your Latent Model? A Cross-Domain Perspective Data&IA@IMT webinar - 2023 |
Informatique/Apprentissage |
| 2023
COMM
|
Anis Fradi, Chafik Samir
A New Framework for Classifying Probability Density Functions ECML - 2023 |
Statistiques |
| 2023
PROCEEDINGS
|
Anis Fradi, Chafik Samir
A New Framework for Classifying Probability Density Functions |
Statistiques |
| 2023
UNDEFINED
|
Charlie Sire, Yann Richet, Rodolphe Le Riche, Didier Rullière, Jérémy Rohmer, Lucie Pheulpin
FunQuant: A R package to perform quantization in the context of rare events and time-consuming simulations |
Statistiques |
| 2023
ART
|
Jérémy Rohmer, Charlie Sire, Sophie Lecacheux, Déborah Idier, Rodrigo Pedreros
Improved metamodels for predicting high-dimensional outputs by accounting for the dependence structure of the latent variables: application to marine flooding Stochastic Environmental Research and Risk Assessment - 2023 |
Planetes et univers |
| 2023
COMM
|
Marc Grossouvre, Didier Rullière
What geostatistical model for uncertainly geolocated Energy Performance Certificates (EPC)? Spatial Statistics 2023: Climate and the Environment - 2023 |
Statistiques |
| 2023
COMM
|
Mohamed Gharafi, Nikolaus Hansen, Dimo Brockhoff, Rodolphe Le Riche
Multiobjective optimization with a quadratic surrogate-assisted CMA-ES GECCO 2023 - Genetic and Evolutionary Computation Conference - 2023 |
Informatique/Apprentissage |
| 2023
LECTURE
|
Rodolphe Le Riche
Bayesian and evolutionary optimization: searching from both sides |
Informatique/Recherche opérationnelle |
| 2023
ART
|
Julien Pelamatti, Rodolphe Le Riche, Céline Helbert, Christophette Blanchet-Scalliet
Coupling and selecting constraints in Bayesian optimization under uncertainties Optimization and Engineering - 2023 |
Informatique/Modélisation et simulation |
| 2023
COMM
|
Marc Grossouvre, Didier Rullière, Jonathan Villot
About spatial interpolation using mixture distributions for predicting Energy Performance Certificate 54es Journées de Statistique la Société Française de Statistique (SFdS) - 2023 |
Sciences de l'environnement |
| 2023
ART
|
Clément Laboulfie, Mathieu Balesdent, Loïc Brevault, François-Xavier Irisarri, Jean-François Maire, Sebastien da Veiga, Rodolphe Le Riche
Sequential calibration of material constitutive model using mixed-effects calibration Mechanics & Industry - 2023 |
Maths |
| 2023
COMM
|
Marc Grossouvre, Didier Rullière
Quelle géostatistique pour des Diagnostics de Performance Energétique (DPE) à la localisation incertaine ? Rencontres R 2023 - 2023 |
Informatique/Algorithme et structure de données |
| 2023
COMM
|
Anthony Quintin, Tom Petit, Rudy Chocat, Cécile Mattrand, Jean-Marc Bourinet
Uncertainty quantification of the reference temperature $T_0$ of reactor pressure vessel steel with experimental and numerical computation of fracture toughness tests CFRAC 2023 - The Seventh International Conference on Computational Modeling of Fracture and Failure of Materials and Structures - 2023 |
Sciences de l'ingenieur |
| 2023
COMM
|
Tanguy Appriou
Talk on: Bayesian Optimization in High Dimension Using a Combination of Kriging Sub-models UNCECOMP 2023 - 2023 |
Statistiques |
| 2023
COMM
|
Babacar Sow, Rodolphe Le Riche, Julien Pelamatti, Sanaa Zannane, Merlin Keller
LEARNING FUNCTIONS DEFINED OVER SETS OF VECTORS WITH KERNEL METHODS 5 th ECCOMAS Thematic Conference on Uncertainty Quantification in Computational Sciences and Engineering (UNCECOMP 2023) - 2023 |
Maths |
| 2023
COMM
|
Tanguy Appriou
Talk on: Bayesian Optimization for High-Dimensional Problems Using a Combination of Kriging Surrogate Models WCSMO-15 - 2023 |
Statistiques |
| 2023
COMM
|
Thabang Lebese, Cécile Mattrand, David Clair, Jean-Marc Bourinet
Unsupervised Representation Learning in Multivariate Time Series with Simulated Data 2023 Prognostics and Health Management Conference (PHM) - 2023 |
|
| 2023
ART
|
Charlie Sire, Rodolphe Le Riche, Didier Rullière, Jérémy Rohmer, Lucie Pheulpin, Yann Richet
Quantizing rare random maps: application to flooding visualization Journal of Computational and Graphical Statistics - 2023 |
Statistiques |
| 2023
COMM
|
Tanguy Appriou, David Gaudrie, Didier Rullière
Bayesian Optimization For High-Dimensional Problems Using A Combination Of Kriging Surrogate Models Journées Scientifiques du CIROQUO - 2023 |
Statistiques |
| 2023
COMM
|
Didier Rullière, Rodolphe Le Riche
On Gaussian Processes for Spatial Modeling and Optimization Joint HUST-LIMOS online Workshop on Operations Research, AI and Networks (ORAIN 2023) - 2023 |
Maths |
| 2023
COUV
|
Renaud Chicoisne, Fernando Ordóñez, Daniel Castro
Location and Strategies in Stackelberg Security Games with Risk Aversion |
Informatique/Recherche opérationnelle |
| 2023
COMM
|
Benoit Albert, Violaine Antoine, Jonas Koko
Optimization of Fuzzy C-Means with Alternating Direction Method of Multipliers International Conference on Optimization and Learning - 2023 |
Maths |
| 2023
ART
|
Tien-Tam Tran, Anis Fradi, Chafik Samir
Learning, inference, and prediction on probability density functions with constrained gaussian processes Information Sciences - 2023 |
Statistiques |
| 2023
COMM
|
David R.C. Hill, Benjamin A. Antunes, Thomas Cluzel, Claude Mazel
A few words about quantum computing, epistemology, repeatability and reproducibility 21th EU/MEeting x Quantum School; Emerging optimization methods: from metaheuristics to quantum approaches - 2023 |
|
| 2023
POSTER
|
Thabang Lebese, Cécile Mattrand, David Clair, Jean-Marc Bourinet
Learning Multivariate Time Series with Unsupervised Representation Methods using Simulated Datasets |
|
| 2023
COMM
|
Charlie Sire, Rodolphe Le Riche, Didier Rullière, Jérémy Rohmer, Lucie Pheulpin, Yann Richet
Augmented quantization : a general approach to mixture models MASCOT-NUM2023 - 2023 |
Statistiques |
| 2023
POSTER
|
Tanguy Appriou, Didier Rullière, David Gaudrie
Bayesian Optimization in High-dimension via a Combination of Kriging sub-models |
Statistiques |
| 2023
POSTER
|
Babacar Sow, Rodolphe Le Riche, Sanaa Zannane, Merlin Keller, Julien Pelamatti
Cloud of points as discrete measures for Gaussian models and stochastic optimization |
Statistiques |
| 2023
POSTER
|
Tanguy Appriou
Poster on Combination of Kriging models for Bayesian optimization in high-dimension |
Statistiques |
| 2023
ART
|
Renaud Chicoisne
Computational Aspects of Column Generation for Nonlinear and Conic Optimization: Classical and Linearized Schemes Computational Optimization and Applications - 2023 |
Informatique/Recherche opérationnelle |
| 2023
POSTER
|
Armel Soubeiga, Jessem Ettaghouti, Violaine Antoine, Alice Corteval, Nicolas Kerckhove, Sylvain Moreno
Clustering de séries chronologiques de patients souffrant de douleurs chroniques |
Informatique/Intelligence artificielle |
| 2023
COMM
|
Armel Soubeiga, Jessem Ettaghouti, Violaine Antoine, Alice Corteval, Nicolas Kerckhove, Sylvain Moreno
Classification automatique de séries chronologiques de patients souffrant de douleurs chroniques Extraction et Gestion des Connaissances (EGC) - 2023 - 2023 |
Informatique/Intelligence artificielle |
| 2023
OTHER
|
Marc Grossouvre, Jonathan Villot, Didier Rullière
Prédire la performance énergétique des bâtiments |
Statistiques |
| 2023
ART
|
Chafik Samir, Ines Adouani
Bézier Splines Interpolation on Stiefel and Grassmann Manifolds Journal of Computational and Applied Mathematics - 2023 |
Maths |
| 2023
ART
|
Ines Adouani, Chafik Samir
Numerical algorithms for Spline Interpolation on Space of Probability Density Functions Journal of Computational and Applied Mathematics - 2023 |
Maths |
| 2023
COMM
|
Benoit Albert, Violaine Antoine, Jonas Koko
Optimisation de Fuzzy C-Means (FCM) clustering par la méthode des directions alternées (ADMM) Extraction et Gestion des Connaissances (EGC) - 2023 |
Informatique/Intelligence artificielle |
| 2023
ART
|
Geraldine André, Bruno Bachelet, Pietro Battistoni, Amina Belhassena, Sandro Bimonte, Christophe Cariou, Frederic Chabot, Gérard Chalhoub, Adrian Couvent, Georgia Garani, Jean Laneurit, Rim Moussa, Konstantinos Oikonomou, Ibrahim Sammour, Monica Sebillo, Mateus Vilela Souza, Nicolas Tricot, Robert Wrembel
LambdAgrIoT: a New Architecture for Agricultural Autonomous Robots' Scheduling: from Design to Experiments Cluster Computing - 2023 |
Informatique/Robotique |
| 2023
ART
|
Ernesto Oré, Philippe Mahey, Eladio Ocaña
Inertial-relaxed splitting for composite monotone inclusions Open Journal of Mathematical Optimization - 2023 |
Maths |
| 2022
COMM
|
Isabelle Veissier, Romain Lardy, Marie-Madeleine Mialon, Quentin Ruin, Violaine Antoine, Jonas Koko
Machine Learning applied to behaviour monitoring to detect diseases, reproductive events and disturbances in dairy cows 26. Rencontres autour des Recherches sur les Ruminants (3R 2022) - 2022 |
Sciences du vivant |
| 2022
THESE
|
Alexandre Boyer
Contributions to Computing needs in High Energy Physics Offline Activities : Towards an efficient exploitation of heterogeneous, distributed and shared Computing Resources |
Informatique/Performance et fiabilité |
| 2022
ART
|
Anis Fradi, Chafik Samir, François Bachoc
A scalable approximate Bayesian inference for high-dimensional Gaussian processes Communications in Statistics - Theory and Methods - 2022 |
Statistiques |
| 2022
COMM
|
Roxane Jouseau, Sébastien Salva, Chafik Samir
On Studying the Effect of Data Quality on Classification Performances Intelligent Data Engineering and Automated Learning - {IDEAL} 2022 - 2022 |
Statistiques |
| 2022
COMM
|
Tanguy Appriou
Talk on Bayesian optimization for high-dimensional problems Journées CIROQUO novembre 2022 - 2022 |
Statistiques |
| 2022
COMM
|
Mateus Vilela Souza, Bruno Bachelet, Thiago Noronha, Loïc Yon, Christophe Duhamel
A Model for Scheduling a Fleet of Autonomous Electric Agricultural Robots LIV Brazilian Symposium of Operational Research (SBPO) - 2022 |
Informatique/Recherche opérationnelle |
| 2022
ART
|
Bruno Bachelet, Pietro Battistoni, Sandro Bimonte, Christophe Cariou, Gérard Chalhoub, Fabien Coutarel, Nicolas Tricot
Towards an Architecture for Online Scheduling of Autonomous Robots in Agriculture: Open Issues International Journal of Smart Vehicles and Smart Transportation - 2022 |
Sciences de l'ingenieur |
| 2022
COMM
|
David R.C. Hill
Reproducibility of simulations and High Performance Computing ESM 2022, European Simulation and Modelling Conference - 2022 |
|
| 2022
COMM
|
Roxane Jouseau, Chafik Samir, Sébastien Salva
Data quality in the context of classification tasks 38èmes journées de la conférence BDA « Gestion de Données – Principes, Technologies et Applications - 2022 |
Informatique/Apprentissage |
| 2022
ART
|
Djoko Kamdem, Jonas Koko, Mohamed Mbehou, Toni Sayah
Stokes and Navier-Stokes equations under power law slip boundary condition: Numerical Analysis Computers & Mathematics with Applications - 2022 |
Maths |
| 2022
ART
|
Djoko Kamdem, Jonas Koko
GLS methods for Stokes equations under boundary condition of friction type: formulation-analysis-numerical schemes and simulations SeMA Journal: Bulletin of the Spanish Society of Applied Mathematics - 2022 |
Maths |
| 2022
ART
|
Tam Tien Tran, Yan Feunteun, Chafik Samir, José Braga
A scalable Matérn Gaussian process for learning spatial curves distributions Information Sciences - 2022 |
Informatique/Intelligence artificielle |
| 2022
COMM
|
Ines Adouani, Chafik Samir
An Optimization Method for Accurate Nonparametric Regressions on Stiefel Manifolds Machine Learning, Optimization, and Data Science - 2022 |
Informatique/Intelligence artificielle |
| 2022
COMM
|
Zhiqiang Wang, Kenneth Ezukwoke, Anis Hoayek, Mireille Batton-Hubert, Xavier Boucher
NLP based on GCVAE for intelligent Fault Analysis in Semiconductor industry 2022 IEEE 27th International Conference on Emerging Technologies and Factory Automation (ETFA) - 2022 |
Informatique/Modélisation et simulation |
| 2022
COMM
|
Clément Laboulfie, Mathieu Balesdent, Loïc Brevault, François-Xavier Irisarri, Jean-François Maire, Sebastien da Veiga, Rodolphe Le Riche
Sequential calibration of material model using mixed-effects 25ème Congrès Français de Mécanique - 2022 |
Informatique/Modélisation et simulation |
| 2022
COMM
|
Charles Surget, Sylvain Dubreuil, Jérôme Morio, Cécile Mattrand, Jean-Marc Bourinet, Nicolas Gayton
Étude de l'influence de l'échantillonnage statistique et des incertitudes d'inférence probabiliste sur la variance d'un estimateur 25ème Congrès Français de Mécanique Nantes - 2022 |
Sciences de l'ingenieur |
| 2022
ART
|
Hassan Maatouk, Xavier Bay, Didier Rullière
A note on simulating hyperplane-truncated multivariate normal distributions Statistics and Probability Letters - 2022 |
Statistiques |
| 2022
ART
|
Alexandre F Boyer, Christophe Haen, Federico Stagni, David R.C. Hill
DIRAC Site Director: Improving Pilot-Job provisioning on grid resources Future Generation Computer Systems - 2022 |
|
| 2022
COMM
|
Rodolphe Le Riche
Optimization for quantitative decisions: a versatile multi-tasker or an utopia? Ecole d'Ete en Intelligence Artificielle (EEIA 2022) - 2022 |
Informatique/Ingénierie, finance et science |
| 2022
COMM
|
Benjamin A. Antunes, David R.C. Hill
Utilisation de l'intelligence artificielle distribuée pour des simulations reproductibles de l'épidémie de Covid19 Giseh 2022 - 2022 |
Informatique/Système multi-agents |
| 2022
COMM
|
David R.C. Hill, Christophe Haen, Alexandre F Boyer, Federico Stagni
Porting DIRAC Benchmark to Python3: impact of the discrepancies and solutions 41st International Conference on High Energy physics – ICHEP - 2022 |
Physique |
| 2022
ART
|
François Bachoc, Nicolas Durrande, Didier Rullière, Clément Chevalier
Properties and comparison of some Kriging sub-model aggregation methods Mathematical Geosciences - 2022 |
Maths |
| 2022
COMM
|
Julien Tourille, Babacar Sow, Adrian Popescu
Automatic Detection of Bot-generated Tweets 1st ACM International Workshop on Multimedia AI against Disinformation - 2022 |
Informatique/Informatique et langage |
| 2022
COMM
|
Sylvain Lapeyrade, Christophe Rey, Bruno Bachelet, Loïc Yon
Raisonnements ontologiques temps réel pour l’IA des personnages non-joueurs dans les jeux vidéo Journées Francophones sur les Systèmes Multi-Agents (JFSMA) - 2022 |
Informatique/Intelligence artificielle |
| 2022
COMM
|
Mohamed Abdillahi Isman, Anne-Françoise Yao, Paul-Marie Grollemund, Julien Ah-Pine
Modèle de régression et prévision de séries temporelles pour la demande en électricité à Djibouti 53èmes Journées de Statistique de la Société Française de Statistique (SFDS) - 2022 |
Statistiques |
| 2022
POSTER
|
Marc Grossouvre, Didier Rullière
Mixture kriging on granular data |
Statistiques |
| 2022
POSTER
|
Babacar Sow, Rodolphe Le Riche, Julien Pelamatti, Sanaa Zannane, Merlin Keller
Gaussian Processes Indexed by Clouds of Points: a study Babacar SOW (EMSE, LIMOS), Rodolphe LE RICHE (CNRS, LIMOS) |
Informatique/Modélisation et simulation |
| 2022
COMM
|
Etienne Jules, Cécile Mattrand, Jean-Marc Bourinet
Health indicator learning for predictive maintenance based on a triplet loss and deep siamese network The 8th European Congress on Computational Methods in Applied Sciences and Engineering ECCOMAS Congress 2022 - 2022 |
Informatique/Traitement du signal et de l'image |
| 2022
COMM
|
Charlie Sire, Rodolphe Le Riche, Didier Rullière, Jérémy Rohmer, Lucie Pheulpin, Yann Richet
Quantization applied to the visualization of low-probability flooding events The 8th European Congress on Computational Methods in Applied Sciences and Engineering (ECCOMAS 2022) - 2022 |
Informatique/Modélisation et simulation |
| 2022
PROCEEDINGS
|
Alexandre F Boyer, Christophe Haen, Federico Stagni, David R C Hill
A Subset of the CERN Virtual Machine File System: Fast Delivering of Complex Software Stacks for Supercomputing Resources |
Informatique/Calcul parallèle, distribué et partagé |
| 2022
COMM
|
Tanguy Appriou
Talk on Bayesian optimization in high-dimension using a combination of sub-models Journées CIROQUO mai 2022 - 2022 |
Statistiques |
| 2022
COMM
|
Rodolphe Le Riche, David Gaudrie, Victor Picheny, Youssef Diouane, Adrien Spagnol, Sébastien da Veiga
Which Gaussian Process for Bayesian Optimization ? 2022 Optimization Days - 2022 |
Informatique/Ingénierie, finance et science |
| 2022
COMM
|
Rodolphe Le Riche
De l'optimisation à l'IA pour l'identification : un voyage à travers les small data Modélisation et simulation numérique des matériaux - 2022 |
Informatique/Ingénierie, finance et science |
| 2022
ART
|
Djoko Kamdem Jules, Jonas Koko, Sognia Konlack
Stokes equations under Tresca friction boundary condition: a truncated approach Advances in Computational Mathematics - 2022 |
Maths |
| 2022
COMM
|
Julien Pelamatti, Mohamed Reda El Amri, Rodolphe Le Riche, Christophette Blanchet-Scalliet, Céline Helbert
Sampling Criteria for Constrained Bayesian Optimization under Uncertainty Hybrid Conference: 2022 SIAM Conference on Uncertainty Quantification - 2022 |
Informatique/Modélisation et simulation |
| 2022
COMM
|
Charlie Sire, R. Le Riche, D. Rulliere, Jérémy Rohmer, L. Pheulpin, Y. Richet
Quantization applied to the visualization of low-probability flooding events SIAM UQ22 - Siam Conference on Uncertainty Quantification - 2022 |
Statistiques |
| 2022
COMM
|
Charlie Sire, Yann Richet, Lucie Pheulpin, Jérémy Rohmer, Rodolphe Le Riche, Didier Rullière
Robust inversion under uncertainty for flooding risk analysis SIAM Conference on Uncertainty Quantification (UQ22) - 2022 |
Maths |
| 2022
OTHER
|
Paul-Antoine Bisgambiglia, David R.C. Hill
Reproductibilité numérique : enjeux de crédibilité pour les expériences de simulation |
|
| 2022
UNDEFINED
|
Laurence Grammont, Xavier Bay, Hassan Maatouk
Optimal Smoothing and Gaussian Processes with noisy data under constraints |
Statistiques |
| 2022
COMM
|
David R.C. Hill, Benjamin A. Antunes
Reproductibilité et modèles Covid - un modèle multi-agents Journées DEVS Francophones - Convergences entre la Théorie de la Modélisation et de la Simulation et les Systèmes multi-agents, IES Cargèse, France. 2022 - 2022 |
Sciences du vivant |
| 2022
COMM
|
Rodolphe Le Riche, David Gaudrie, Jhouben Cuesta-Ramirez, Sami Ben Elhaj Salah, Olivier Roustant, Victor Picheny, Nicolas Durrande, Xavier Bay, Julien Bruchon, Nicolas Moulin
A discussion of the current and potential uses of Gaussian Processes in mechanics Journée scientifique de la SF2M: matériau numérique - 2022 |
Informatique/Ingénierie, finance et science |
| 2022
ART
|
Oliver Bodart, Valérie Cayol, Farshid Dabaghi, Jonas Koko
An inverse problem in an elastic domain with a crack : a fictitious domain approach Computational Geosciences - 2022 |
Planetes et univers |
| 2022
ART
|
Anis Fradi, Chafik Samir, José Braga, Shantanu Joshi, Jean-Michel Loubes
Nonparametric Bayesian Regression and Classification on Manifolds, With Applications to 3D Cochlear Shapes IEEE Transactions on Image Processing - 2022 |
Statistiques |
| 2022
ART
|
Alexandre F. Boyer, Christophe Haen, Federico Stagni, David R.C. Hill
Pilot-job provisioning on grid resources: Collecting analysis and performance evaluation data Data in Brief - 2022 |
Physique |
| 2022
ART
|
Jhouben Cuesta-Ramirez, Rodolphe Le Riche, O Roustant, Guillaume Perrin, Cedric Durantin, Alain Gliere
A comparison of mixed-variables Bayesian optimization approaches Advanced Modeling and Simulation in Engineering Sciences - 2022 |
Informatique/Modélisation et simulation |
| 2022
ART
|
Youssef Diouane, Victor Picheny, Rodolphe Le Riche, Alexandre Scotto Di Perrotolo
TREGO: a Trust-Region Framework for Efficient Global Optimization Journal of Global Optimization - 2022 |
Informatique/Ingénierie, finance et science |
| 2021
THESE
|
Alexandre Bardakoff
Analysis and Execution of a Data-Flow Graph Explicit Model Using Static Metaprogramming |
Informatique/Calcul parallèle, distribué et partagé |
| 2021
ART
|
Oskar Laverny, Esterina Masiello, Véronique Maume-Deschamps, Didier Rullière
Estimation of multivariate generalized gamma convolutions through Laguerre expansions Electronic Journal of Statistics - 2021 |
Maths |
| 2021
LECTURE
|
Rodolphe Le Riche, Charlie Sire
Introduction to Global Optimization |
Informatique/Ingénierie, finance et science |
| 2021
ART
|
Jean-Pierre Crouzeix
On Quasiconvex Functions Which are Convexifiable or Not Journal of Optimization Theory and Applications - 2021 |
Maths |
| 2021
COMM
|
Amina Belhassena, Pietro Battistoni, Mateus Vilela Souza, Jean Laneurit, Rim Moussa, Sandro Bimonte, Robert Wrembel, Mouad Abouqateb, Christophe Cariou, Gerard Chalhoub, Géraldine André, Monica Sebillo, Bruno Bachelet
Towards an Architecture for Agricultural Autonomous Robots’ Scheduling IEEE 25th International Enterprise Distributed Object Computing Workshop (EDOCW) - 2021 |
Informatique/Réseaux et télécommunications |
| 2021
REPORT
|
Jules K Djoko, Jonas Koko, Sognia Konlack
Stokes equation under Tresca friction boundary condition: a truncated approach |
Maths |
| 2021
LECTURE
|
Rodolphe Le Riche, Dédji Brian Whannou, Espéran Padonou
An introduction to optimization for machine learning |
Informatique/Ingénierie, finance et science |
| 2021
THESE
|
Anis Fradi
Bayesian Inference within the Framework of 2D and 3D Shape Analysis |
Informatique/Apprentissage |
| 2021
ART
|
Rodolphe Le Riche, Victor Picheny
Revisiting Bayesian Optimization in the light of the COCO benchmark Structural and Multidisciplinary Optimization - 2021 |
Informatique/Ingénierie, finance et science |
| 2021
POSTER
|
Clio Der Sarkissian, Jakob Thyrring, Xavier Mata, Jean Dumoncel, Sarah Ivorra, Allowen Evin, Ludovic Orlando, Chafik Samir, José Braga
Advancing Ancient Mollusk Shells as Multi-Proxy Archives of the Past |
Sciences du vivant |
| 2021
COMM
|
Charlie Sire, Yann Richet, Jeremy Rohmer, Rodolphe Le Riche, Didier Rullière, Lucie Pheulpin
Robust inversion for risk analysis – application to the failure of defences against floodin 4th International Conference on Uncertainty Quantification in Computational Sciences and Engineering (UNCECOMP 2021) - 2021 |
Informatique/Modélisation et simulation |
| 2021
COMM
|
Sylvain Lapeyrade, Christophe Rey, Bruno Bachelet, Loïc Yon
Raisonnements ontologiques pour la crédibilité des IA dans les jeux vidéo Journée Jeux et IA, PFIA - 2021 |
Informatique/Intelligence artificielle |
| 2021
COMM
|
Reda El Amri, Julien Pelamatti, Rodolphe Le Riche, Céline Helbert, Christophette Blanchet-Scalliet
Coupling constraints in Bayesian optimization with uncertainties 4th International Conference on Uncertainty Quantification in Computational Sciences and Engineering (UNCECOMP 2021) - 2021 |
Informatique/Modélisation et simulation |
| 2021
COMM
|
Clément Laboulfie, Mathieu Balesdent, Loïc Brevault, Sebastien da Veiga, François-Xavier Irisarri, Rodolphe Le Riche, Jean-François Maire
Calibration of material model using mixed-effects models 4th International Conference on Uncertainty Quantification in Computational Sciences and Engineering (UNCECOMP 2021) - 2021 |
Informatique/Modélisation et simulation |
| 2021
PROCEEDINGS
|
Anis Fradi, Ines Adouani, Chafik Samir
Bayesian Inference on Local Distributions of Functions and Multidimensional Curves with Spherical HMC Sampling |
Statistiques |
| 2021
COMM
|
David R.C. Hill
Le numérique actuel est-il durable ? TERINT 2021 – 1er Colloque 2021 sur l’émergence de TERritoires INTelligents - 2021 |
Sciences de l'environnement |
| 2021
POSTER
|
Clio Der Sarkissian, Jakob Thyrring, Xavier Mata, Jean Dumoncel, Sarah Ivorra, Allowen Evin, Ludovic Orlando, Chafik Samir, José Braga
Advancing Ancient Mollusk Shells as Multi-Proxy Archives of the Past |
Sciences du vivant |
| 2021
ART
|
Oskar Laverny, Esterina Masiello, Véronique Maume-Deschamps, Didier Rullière
Dependence structure estimation using Copula Recursive Trees Journal of Multivariate Analysis - 2021 |
Maths |
| 2021
COMM
|
Mateus Vilela Souza, Bruno Bachelet, Thiago F. Noronha, Loïc Yon, Christophe Duhamel
Online Scheduling with Time Windows of Agricultural Robots 22ème congrès de la société française de Recherche Opérationnelle et d'Aide à la Décision (ROADEF) - 2021 |
Informatique/Recherche opérationnelle |
| 2021
OUV
|
Philippe Lacomme, Gérard Fleury, Matthieu Gondran, Chafik Samir
Découverte du Machine Learning - Les outils de l'apprentissage automatique |
Informatique/Intelligence artificielle |
| 2021
REPORT
|
Olivier Roustant, Rodolphe Le Riche, Josselin Garnier, David Ginsbourger, Yves Deville, Céline Helbert, Luc Pronzato, Clémentine Prieur, Fabrice Gamboa, François Bachoc, Jeremy Rohmer, Guillaume Perrin, Amandine Marrel, Guillaume Damblin, Alain Gliere, Delphine Sinoquet, Yann Richet, Sébastien da Veiga, Frédéric Huguet
Chair in applied mathematics OQUAIDO Activity report |
Informatique/Ingénierie, finance et science |
| 2021
ART
|
Thomas Deregnaucourt, Chafik Samir, Sebastian Kurtek, Anne-Francoise Yao
Shape-constrained Gaussian process regression for surface reconstruction and multimodal, non-rigid image registration Journal of Applied Statistics - 2021 |
Informatique/Apprentissage |
| 2021
ART
|
Anis Fradi, Y. Feunteun, Chafik Samir, M. Bakloul, François Bachoc, Jean-Michel Loubes
Bayesian Regression and Classification Using Gaussian Process Priors Indexed by Probability Density Functions Information Sciences - 2021 |
Informatique/Intelligence artificielle |
| 2021
COMM
|
Hajer Fradi, Anis Fradi, Jean-Luc Dugelay
Multi-layer Feature Fusion and Selection from Convolutional Neural Networks for Texture Classification 16th International Conference on Computer Vision Theory and Applications - 2021 |
Statistiques |
| 2021
ART
|
Chafik Samir, Wen Huang
Coordinate descent optimization for one-to-one correspondence and supervised classification of 3D shapes Applied Mathematics and Computation - 2021 |
Informatique/Vision par ordinateur et reconnaissance de formes |
| 2021
ART
|
J. Braga, C. Samir, Anis Fradi, Yann Feunteun, K. Jakata, V. Zimmer, B. Zipfel, J. Thackeray, M. Macé, B. A. Wood, F. Grine
Cochlear shape distinguishes southern African early hominin taxa with unique auditory ecologies Scientific Reports - 2021 |
Planetes et univers |
| 2021
ART
|
Amina Chorfi, Jonas Koko, Olivier Bodart
A fictitious domain decomposition method for a nonlinear bonded structure Mathematics and Computers in Simulation - 2021 |
Maths |
| 2021
ART
|
Rui Sá Shibasaki, Mourad Baïou, Francisco Barahona, Philippe Mahey, Mauricio Souza
Lagrangian bounds for large‐scale multicommodity network design: a comparison between Volume and Bundle methods International Transactions in Operational Research - 2021 |
Informatique/Mathématique discrète |
| 2021
COMM
|
Charlie Sire, Rodolphe Le Riche, Didier Rulliere, Lucie Pheulpin, Yann Richet
Robust inversion under uncertainty for risk analysis – application to the failure of defences against flooding MASCOT 21 Meeting, GDR - 2021 |
Maths |
| 2020
COMM
|
Olivier Roustant, Rodolphe Le Riche
de OQUAIDO à CIROQUO -- bilan de 5 ans de la chaire OQUAIDO en mathématiques appliquées Journées scientifiques d'automne de la chaire OQUAIDO - 2020 |
Informatique/Ingénierie, finance et science |
| 2020
COMM
|
Julien Pelamatti, Rodolphe Le Riche, Celine Helbert, Christophette Blanchet-Scalliet
Coupling constraints in Bayesian optimization with uncertainties Journées scientifiques d'automne de la chaire OQUAIDO - 2020 |
Informatique/Ingénierie, finance et science |
| 2020
COMM
|
Jhouben Janyk Cuesta Ramirez, Olivier Roustant, Alain Gliere, Rodolphe Le Riche, Cédric Durantin, Guillaume Perrin
Optimization in presence of categorical variables Journées scientifiques d'automne de la chaire OQUAIDO - 2020 |
Informatique/Ingénierie, finance et science |
| 2020
COMM
|
Alexandre Bardakoff, Bruno Bachelet, Timothy Blattner, Walid Keyrouz, Gerson C. Kroiz, Loïc Yon
Hedgehog: Understandable Scheduler-Free Heterogeneous Asynchronous Multithreaded Data-Flow Graphs IEEE/ACM 3rd Annual Parallel Applications Workshop: Alternatives To MPI+X (PAW-ATM) - 2020 |
Informatique/Génie logiciel |
| 2020
UNDEFINED
|
Nabil Kazi-Tani, Didier Rullière
A new proof of Williamson's representation of multiply monotone functions |
Maths |
| 2020
THESE
|
Nicolas Garland
Métamodélisation introspective pour l’analyse des phénomènes physiques simulés. Formalisation dans le cadre du krigeage et intégration algorithmique en optimisation et inversion. |
Maths |
| 2020
COMM
|
Alexandre F Boyer, David R C Hill, Christophe Haen, Federico Stagni
Pilot-Job Provisioning through CREAM Computing Elements on the Worldwide LHC Computing Grid 34th European Simulation and Modelling Conference (ESM) - 2020 |
Informatique/Performance et fiabilité |
| 2020
COMM
|
Alexis Pereda, David R.C. Hill, Claude Mazel, Bruno Bachelet
Repeatability with Random Numbers Using Algorithmic Skeletons 34th European Simulation and Modelling Conference (ESM) - 2020 |
Informatique/Génie logiciel |
| 2020
COMM
|
Nicolas Wagner, Violaine Antoine, Jonas Koko, Marie-Madeleine Mialon, Romain Lardy, Isabelle Veissier
Comparison of Machine Learning Methods to Detect Anomalies in the Activity of Dairy Cows International Symposium on Methodologies for Intelligent Systems (ISMIS) - 2020 |
Informatique/Apprentissage |
| 2020
THESE
|
Rui Sa Shibasaki
Lagrangian Decomposition Methods for Large-Scale Fixed-Charge Capacitated Multicommodity Network Design Problem |
Informatique/Réseaux et télécommunications |
| 2020
COMM
|
Isabelle Veissier, Nicolas Wagner, Marie-Madeleine Mialon, Romain Lardy, Dorothee Ledoux, Alice de Boyer Des Roches, Mathieu Silberberg, Bruno Meunier, Violaine Antoine, Jonas Koko
Detection of early behavioural signs of disease as a way to manage animal health Workshop on precision livestock farming and social interactions in dairy cattle - 2020 |
Sciences du vivant |
| 2020
COMM
|
Rodolphe Le Riche, Adrien Spagnol, David Gaudrie, Sébastien da Veiga, Victor Picheny
Reducing dimension in Bayesian Optimization LIMOS internal seminar - 2020 |
Informatique/Ingénierie, finance et science |
| 2020
THESE
|
Adrien Spagnol
Kernel-based sensitivity indices for high-dimensional optimization problems |
Maths |
| 2020
COMM
|
Nicolas Wagner, Violaine Antoine, Jonas Koko, Romain Lardy
Fuzzy k-NN Based Classifiers for Time Series with Soft Labels 18. International Conference on Information Processing and Management of Uncertainty in Knowledge-Based Systems - 2020 |
Informatique/Analyse numérique |
| 2020
ART
|
Anis Fradi, Chafik Samir
Bayesian cluster analysis for registration and clustering homogeneous subgroups in multidimensional functional data Communications in Statistics - Theory and Methods - 2020 |
Statistiques |
| 2020
COMM
|
Alexandre Bardakoff, Timothy Blattner, Bruno Bachelet, Walid Keyrouz, Loïc Yon
Hedgehog: a Performance-Oriented General Purpose Library for Multi-GPU Systems GPU Technology Conference (GTC) - 2020 |
Informatique/Génie logiciel |
| 2020
ART
|
Firmin Andzembe Okoubi, Jonas Koko
Parallel Nesterov Domain Decomposition Method for Elliptic Partial Differential Equations Parallel Processing Letters - 2020 |
Maths |
| 2020
REPORT
|
Thomas Cluzel, Claude Mazel, David R.C. Hill
Découverte de l'informatique quantique, état de l'art et tests sur machine IBM |
|
| 2020
COMM
|
Alexis Pereda, David R.C. Hill, Claude Mazel, Loïc Yon, Bruno Bachelet
Processing Algorithmic Skeletons at Compile-Time 21ème congrès de la société française de Recherche Opérationnelle et d'Aide à la Décision (ROADEF) - 2020 |
Informatique/Génie logiciel |
| 2020
ART
|
Amina Chorfi, Jonas Koko
Alternating direction method of multiplier for the unilateral contact problem with an automatic penalty parameter selection Applied Mathematical Modelling - 2020 |
Maths |
| 2020
ART
|
David Gaudrie, Rodolphe Le Riche, Victor Picheny, Benoit Enaux, Vincent Herbert
Modeling and Optimization with Gaussian Processes in Reduced Eigenbases Structural and Multidisciplinary Optimization - 2020 |
Statistiques |
| 2020
ART
|
Olivier Roustant, Fabrice Gamboa, Bertrand Iooss
Parseval inequalities and lower bounds for variance-based sensitivity indices Electronic Journal of Statistics - 2020 |
Maths |
| 2020
ART
|
Mickaël Binois, David Ginsbourger, Olivier Roustant
On the choice of the low-dimensional domain for global optimization via random embeddings Journal of Global Optimization - 2020 |
Statistiques |
| 2020
ART
|
Ines Adouani, Chafik Samir
A Constructive Approximation of Interpolating Bézier Curves on Riemannian Symmetric Spaces Journal of Optimization Theory and Applications - 2020 |
Informatique/Intelligence artificielle |
| 2020
COUV
|
Nicolas Garland, Rodolphe Le Riche, Yann Richet, Nicolas Durrande
Multi-fidelity for MDO using Gaussian Processes |
Informatique/Ingénierie, finance et science |
| 2019
REPORT
|
Thomas Cluzel, Claude Mazel, David R.C. Hill
Quantum computing : a short introduction. |
Informatique/Bio-informatique |
| 2019
UNDEFINED
|
Stéphanie Mahévas, Victor Picheny, Patrick Lambert, Nicolas Dumoulin, Lauriane Rouan, Christophe Soulié, Dimo Brockhoff, Sigrid Lehuta, Rodolphe Le Riche, Robert Faivre, Hilaire Drouineau
A practical guide for conducting calibration and decision-making optimisation with complex ecological models |
Sciences du vivant |
| 2019
COMM
|
David Gaudrie, Rodolphe Le Riche, Victor Picheny, Benoit Enaux, Vincent Herbert
Bayesian Optimization in Reduced Eigenbases PGMO Days 2019 - 2019 |
Statistiques |
| 2019
COMM
|
Mohamed Reda El Amri, Christophette Blanchet-Scalliet, Celine Helbert, Rodolphe Le Riche
Bayesian Optimization Under Uncertainty for Chance Constrained Problems PGMO Days 2019 - 2019 |
Informatique/Modélisation et simulation |
| 2019
COMM
|
Alexis Pereda, David R.C. Hill, Claude Mazel, Bruno Bachelet
Algorithmic Skeletons Using Template Metaprogramming 14th International Student Conference on Advanced Science and Technology (ICAST) - 2019 |
Informatique/Génie logiciel |
| 2019
COMM
|
David Gaudrie, Rodolphe Le Riche, Victor Picheny, Benoit Enaux, Vincent Herbert
Budgeted Bayesian Multiobjective Optimization Journées de la Chaire Oquaido 2019 - 2019 |
Statistiques |
| 2019
THESE
|
David Gaudrie
High-Dimensional Bayesian Multi-Objective Optimization |
Maths |
| 2019
COMM
|
Olivier Roustant, Michel Lutz
Un exemple de compétition pédagogique en science des données Colloque francophone international sur l'enseignement de la statistique - 2019 |
Statistiques |
| 2019
THESE
|
Andrés F. López-Lopera
Gaussian Process Modelling under Inequality Constraints |
Maths |
| 2019
COMM
|
David Gaudrie, Rodolphe Le Riche, Victor Picheny
Faster Multi-Objective Optimization: Cumulating Gaussian Processes, Preference Point and Parallelism 19th French-German-Swiss conference on optimization - 2019 |
Informatique/Ingénierie, finance et science |
| 2019
LECTURE
|
Rodolphe Le Riche
Optimization under uncertainties: an overview with a focus on Gaussian processes |
Informatique/Ingénierie, finance et science |
| 2019
LECTURE
|
Rodolphe Le Riche, Nicolas Durrande
An overview of kriging for researchers |
Informatique/Ingénierie, finance et science |