FRADI - Anis
Toutes les publications (22)
| Date/Type | Titre/URL/journal | Domaines | Notes SJR/Core | Cit. GScholar |
|---|---|---|---|---|
| 2025
ART |
Anis Fradi, Tien-Tam Tran, Chafik Samir
Decomposed Gaussian Processes for Efficient Regression Models with Low Complexity Entropy - 2025 |
Maths | ||
| 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 |
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| 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 |
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
COMM |
Amal Omrani, Anis Fradi, Chafik Samir
Reduced run-time and memory complexity regression with a Gaussian process prior JDS - 2024 |
Statistiques | ||
| 2023
PROCEEDINGS |
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
PROCEEDINGS |
Anis Fradi, Chafik Samir
Learning and Regression on the Grassmannian |
Statistiques | ||
| 2023
COMM |
Anis Fradi, Chafik Samir
A New Framework for Classifying Probability Density Functions ECML - 2023 |
Informatique/Intelligence artificielle | ||
| 2023
PROCEEDINGS |
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, François Bachoc
A scalable approximate Bayesian inference for high-dimensional Gaussian processes Communications in Statistics - Theory and Methods - 2022 |
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
THESE |
Anis Fradi
Bayesian Inference within the Framework of 2D and 3D Shape Analysis |
Informatique/Apprentissage | ||
| 2021
PROCEEDINGS |
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 |
Maths | ||
| 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 |
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 |
Sciences de l'homme et de la societe | ||
| 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, Laurent Risser, Jean Dumoncel, D Descouens, J F Thackeray, Patricia Balaresque, Anna Oettlé, Jean-Michel Loubes, Anis Fradi
Cochlear shape reveals that the human organ of hearing is sex-typed from birth Scientific Reports - 2019 |
Sciences de l'homme et de la societe | ||
| 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 |