Cochlear shape reveals that the human organ of hearing is sex-typed from birth J Braga, C Samir, L Risser, J Dumoncel, D Descouens, JF Thackeray, ... Scientific reports 9 (1), 10889, 2019 | 41 | 2019 |
Cochlear shape distinguishes southern African early hominin taxa with unique auditory ecologies J Braga, C Samir, A Fradi, Y Feunteun, K Jakata, VA Zimmer, B Zipfel, ... Scientific Reports 11 (1), 17018, 2021 | 19 | 2021 |
Bayesian regression and classification using Gaussian process priors indexed by probability density functions A Fradi, Y Feunteun, C Samir, M Baklouti, F Bachoc, JM Loubes Information Sciences 548, 56-68, 2021 | 16 | 2021 |
Multi-layer Feature Fusion and Selection from Convolutional Neural Networks for Texture Classification. H Fradi, A Fradi, JL Dugelay VISIGRAPP (4: VISAPP), 574-581, 2021 | 8 | 2021 |
Learning, inference, and prediction on probability density functions with constrained Gaussian processes TT Tran, A Fradi, C Samir Information Sciences 642, 119068, 2023 | 7 | 2023 |
Manifold-based inference for a supervised Gaussian process classifier A Fradi, C Samir, AF Yao 2018 IEEE International Conference on Acoustics, Speech and Signal …, 2018 | 6 | 2018 |
Bayesian cluster analysis for registration and clustering homogeneous subgroups in multidimensional functional data A Fradi, C Samir Communications in Statistics-Theory and Methods 51 (7), 2242-2258, 2022 | 5 | 2022 |
Nonparametric Bayesian regression and classification on manifolds, with applications to 3D cochlear shapes A Fradi, C Samir, J Braga, SH Joshi, JM Loubes IEEE Transactions on Image Processing 31, 2598-2607, 2022 | 2 | 2022 |
Reduced-rank spectral mixtures Gaussian processes for probabilistic time–frequency representations A Fradi, K Daoudi Signal Processing 218, 109355, 2024 | 1 | 2024 |
A scalable approximate Bayesian inference for high-dimensional Gaussian processes A Fradi, C Samir, F Bachoc Communications in Statistics-Theory and Methods 51 (17), 5937-5956, 2022 | 1 | 2022 |
A New Bayesian Approach to Global Optimization on Parametrized Surfaces in A Fradi, C Samir, I Adouani Journal of Optimization Theory and Applications 202 (3), 1077-1100, 2024 | | 2024 |
A New Framework for Evaluating the Validity and the Performance of Binary Decisions on Manifold-Valued Data A Fradi, C Samir Joint European Conference on Machine Learning and Knowledge Discovery in …, 2024 | | 2024 |
Reduced run-time and memory complexity regression with a Gaussian processes prior A Omrani, A Fradi, C Samir Conference: 55èmes Journées de Statistiques, 1-9, 2024 | | 2024 |
A Shrinkage Method for Learning, Registering and Clustering Shapes of Curves A Fradi, C Samir, J Braga Proceedings of the 12th International Symposium on Information and …, 2023 | | 2023 |
Learning and inferring on Cochlear Shapes of Juvenile and Adult Fossil Hominins A Fradi, C Samir, J Braga International conference on artificIAl Intelligence and applied MAthematics …, 2023 | | 2023 |
Learning and Regression on the Grassmannian A Fradi, C Samir Pacific Rim International Conference on Artificial Intelligence, 66-78, 2023 | | 2023 |
A New Framework for Classifying Probability Density Functions A Fradi, C Samir Joint European Conference on Machine Learning and Knowledge Discovery in …, 2023 | | 2023 |
Flexible Regression Models with Gaussian Process Prior A Fradi, TT Tam, C Samir University of Clermont Auvergne, 2023 | | 2023 |
Bayesian Inference within the Framework of 2D and 3D Shape Analysis| Theses. fr A Fradi Université Clermont Auvergne (2021-...), 2021 | | 2021 |
Bayesian Inference within the Framework of 2D and 3D Shape Analysis A Fradi Université Clermont Auvergne, 2021 | | 2021 |