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Mokhtar Z. Alaya
Mokhtar Z. Alaya
LMAC Laboratory - University of Technology of Compiègne
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Cited by
Cited by
Year
Pot: Python optimal transport
R Flamary, N Courty, A Gramfort, MZ Alaya, A Boisbunon, S Chambon, ...
Journal of Machine Learning Research 22 (78), 1-8, 2021
7652021
Partial optimal tranport with applications on positive-unlabeled learning
L Chapel, MZ Alaya, G Gasso
Advances in Neural Information Processing Systems 33, 2903-2913, 2020
1162020
Screening sinkhorn algorithm for regularized optimal transport
MZ Alaya, M Berar, G Gasso, A Rakotomamonjy
Advances in Neural Information Processing Systems 32, 2019
512019
Binarsity: a penalization for one-hot encoded features in linear supervised learning
MZ Alaya, S Bussy, S Gaïffas, A Guilloux
Journal of Machine Learning Research 20 (118), 1-34, 2019
332019
Optimal transport for conditional domain matching and label shift
A Rakotomamonjy, R Flamary, G Gasso, ME Alaya, M Berar, N Courty
Machine Learning, 1-20, 2022
292022
Collective matrix completion
MZ Alaya, O Klopp
Journal of Machine Learning Research 20 (148), 1-43, 2019
162019
Learning the intensity of time events with change-points
MZ Alaya, S Gaïffas, A Guilloux
IEEE Transactions on Information Theory 61 (9), 5148-5171, 2015
152015
Theoretical guarantees for bridging metric measure embedding and optimal transport
MZ Alaya, M Bérar, G Gasso, A Rakotomamonjy
Neurocomputing 468, 416-430, 2022
82022
Statistical and topological properties of gaussian smoothed sliced probability divergences
A Rakotomamonjy, MZ Alaya, M Berar, G Gasso
arXiv preprint arXiv:2110.10524, 2021
52021
Match and reweight strategy for generalized target shift
A Rakotomamonjy, R Flamary, G Gasso, MZ Alaya, M Berar, N Courty
arXiv preprint arXiv:2006.08161 18, 2020
32020
Neutron spectrum unfolding using two architectures of convolutional neural networks
M Bouhadida, A Mazzi, M Brovchenko, T Vinchon, MZ Alaya, W Monange, ...
Nuclear Engineering and Technology 55 (6), 2276-2282, 2023
22023
Poisson access networks with shadowing: Modelling and statistical inference
MZ Alaya
22011
Heterogeneous Wasserstein Discrepancy for Incomparable Distributions
MZ Alaya, G Gasso, M Berar, A Rakotomamonjy
arXiv preprint arXiv:2106.02542, 2021
12021
Open set domain adaptation using optimal transport
M Kechaou, R Herault, MZ Alaya, G Gasso
Machine Learning and Knowledge Discovery in Databases: European Conference …, 2021
12021
Gaussian-Smoothed Sliced Probability Divergences
MZ Alaya, A Rakotomamonjy, M Berar, G Gasso
arXiv preprint arXiv:2404.03273, 2024
2024
Adversarial Semi-Supervised Domain Adaptation for Semantic Segmentation: A New Role for Labeled Target Samples
M Kechaou, MZ Alaya, R Hérault, G Gasso
arXiv preprint arXiv:2312.07370, 2023
2023
Binacox: automatic cut‐point detection in high‐dimensional Cox model with applications in genetics
S Bussy, MZ Alaya, AS Jannot, A Guilloux
Biometrics 78 (4), 1414-1426, 2022
2022
Distributional Sliced Embedding Discrepancy for Incomparable Distributions
MZ Alaya, G Gasso, M Berar, A Rakotomamonjy
CoRR, 2021
2021
Non-Aligned Distribution Distance using Metric Measure Embedding and Optimal Transport
MZ Alaya, M Berar, G Gasso, A Rakotomamonjy
CoRR, 2020
2020
High-dimensional time-varying Aalen and Cox models
MZ Alaya, S Lemler, A Guilloux, T Allart
2018
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