FRADI - Anis

All publications(20)
Date/Type Titre/URL/journal Domaines Notes SJR/Core Cit. GScholar
2024
COUV
Anis Fradi, Chafik Samir
Learning and Regression on the Grassmannian
Statistiques
2024
ART
Anis Fradi, Khalid Daoudi
Reduced-rank spectral mixtures Gaussian processes for probabilistic time-frequency representations
Signal Processing - 2024
Statistiques
2023
COUV
Anis Fradi, Chafik Samir, José Braga
A Shrinkage Method for Learning, Registering and Clustering Shapes of Curves
Statistiques
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
COMM
Anis Fradi, Chafik Samir
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
2023
COMM
Anis Fradi, Chafik Samir
A New Framework for Classifying Probability Density Functions
ECML - 2023
Informatique/Intelligence artificielle
2023
COUV
Anis Fradi, Chafik Samir
A New Framework for Classifying Probability Density Functions
Statistiques
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
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
2021
ART
J. Braga, C. Samir, Anis Fradi, Y. Feunteun, K. Jakata, V. Zimmer, B. Zipfel, J. Thackeray, M. Macé, B. Wood, F. Grine
Cochlear shape distinguishes southern African early hominin taxa with unique auditory ecologies
Scientific Reports - 2021
Statistiques
2021
THESE
Anis Fradi
Bayesian Inference within the Framework of 2D and 3D Shape Analysis
Informatique/Apprentissage
2021
COUV
Anis Fradi, Ines Adouani, Chafik Samir
Bayesian Inference on Local Distributions of Functions and Multidimensional Curves with Spherical HMC Sampling
Statistiques
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
Anis Fradi, Y. Feunteun, C. Samir, M. Baklouti, F. Bachoc, J-M Loubes
Bayesian regression and classification using Gaussian process priors indexed by probability density functions
Information Sciences - 2021
Statistiques
2020
ART
Anis Fradi, Chafik Samir, François Bachoc
A scalable approximate Bayesian inference for high-dimensional Gaussian processes
Communications in Statistics - Theory and Methods - 2020
Statistiques
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
2019
ART
J. Braga, C. Samir, L. Risser, J. Dumoncel, D. Descouens, J. Thackeray, P. Balaresque, A. Oettlé, J.-M. Loubes, Anis Fradi
Cochlear shape reveals that the human organ of hearing is sex-typed from birth
Scientific Reports - 2019
Statistiques
2018
COMM
Anis Fradi, Chafik Samir, Anne-Franccoise Yao
Manifold-Based Inference for a Supervised Gaussian Process Classifier
ICASSP 2018 - 2018 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) - 2018
Informatique/Intelligence artificielle
2018
COMM
Anis Fradi, Chafik Samir, Anne-Franccoise Yao
Manifold-based inference for a supervised Gaussian process classifier
ICASSP 2018 - 2018 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) - 2018
Statistiques