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Anis Fradi
Anis Fradi
University of Clermont Auvergne
在 uca.fr 的电子邮件经过验证 - 首页
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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
412019
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
192021
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
162021
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
82021
Learning, inference, and prediction on probability density functions with constrained Gaussian processes
TT Tran, A Fradi, C Samir
Information Sciences 642, 119068, 2023
72023
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
62018
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
52022
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
22022
Reduced-rank spectral mixtures Gaussian processes for probabilistic time–frequency representations
A Fradi, K Daoudi
Signal Processing 218, 109355, 2024
12024
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
12022
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
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