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Mokhtar Z. Alaya
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POT: Python Optimal Transport.
R Flamary, N Courty, A Gramfort, MZ Alaya, A Boisbunon, S Chambon, ...
J. Mach. Learn. Res. 22 (78), 1-8, 2021
1642021
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
44*2020
Screening sinkhorn algorithm for regularized optimal transport
MZ Alaya, M Berar, G Gasso, A Rakotomamonjy
Advances in Neural Information Processing Systems 32, 2019
322019
Binarsity: a penalization for one-hot encoded features in linear supervised learning.
MZ Alaya, S Bussy, S Gaïffas, A Guilloux
J. Mach. Learn. Res. 20 (118), 1-34, 2019
192019
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
142015
Optimal transport for conditional domain matching and label shift
A Rakotomamonjy, R Flamary, G Gasso, ME Alaya, M Berar, N Courty
Machine Learning 111 (5), 1651-1670, 2022
72022
Collective Matrix Completion.
MZ Alaya, O Klopp
J. Mach. Learn. Res. 20, 148:1-148:43, 2019
32019
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
22020
Theoretical guarantees for bridging metric measure embedding and optimal transport
MZ Alaya, M Berar, G Gasso, A Rakotomamonjy
arXiv preprint arXiv:2002.08314, 2020
22020
Poisson access networks with shadowing: Modelling and statistical inference
MZ Alaya
22011
Theoretical guarantees for bridging metric measure embedding and optimal transport
MZ Alaya, M Bérar, G Gasso, A Rakotomamonjy
Neurocomputing 468, 416-430, 2022
12022
Statistical and Topological Properties of Gaussian Smoothed Sliced Probability Divergences
A Rakotomamonjy, MZ Alaya, M Berar, G Gasso
arXiv preprint arXiv:2110.10524, 2021
12021
Binacox: automatic cut‐point detection in high‐dimensional Cox model with applications in genetics
S Bussy, MZ Alaya, A Jannot, A Guilloux
Biometrics, 2021
2021
Heterogeneous Wasserstein Discrepancy for Incomparable Distributions
MZ Alaya, G Gasso, M Berar, A Rakotomamonjy
arXiv preprint arXiv:2106.02542, 2021
2021
Distributional Sliced Embedding Discrepancy for Incomparable Distributions
MZ Alaya, G Gasso, M Berar, A Rakotomamonjy
CoRR, 2021
2021
Open Set Domain Adaptation using Optimal Transport
M Kechaou, R Herault, MZ Alaya, G Gasso
Joint European Conference on Machine Learning and Knowledge Discovery in …, 2020
2020
Awesome Open Source Awesome Open Source
SO Twitter
International Journal of Corpus Linguistics 8 (2), 209-243, 2020
2020
Non-Aligned Distribution Distance using Metric Measure Embedding and Optimal Transport
MZ Alaya, M Bérar, G Gasso, A Rakotomamonjy
CoRR, 2020
2020
High-dimensional time-varying Aalen and Cox models
MZ Alaya, S Lemler, A Guilloux, T Allart
2018
Binacox: automatic cut-points detection in high-dimensional Cox model, with applications to genetic data
S Bussy, MZ Alaya, A Guilloux, AS Jannot
CoRR, 2018
2018
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Articles 1–20