Mokhtar Z. Alaya
Title
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
312021
Screening sinkhorn algorithm for regularized optimal transport
MZ Alaya, M Berar, G Gasso, A Rakotomamonjy
arXiv preprint arXiv:1906.08540, 2019
192019
Partial optimal transport with applications on positive-unlabeled learning
L Chapel, MZ Alaya, G Gasso
arXiv preprint arXiv:2002.08276, 2020
16*2020
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
Binarsity: a penalization for one-hot encoded features
MZ Alaya, S Bussy, S Gaïffas, A Guilloux
Journal of Machine Learning Research 20 (118), 1− 34, 2019
72019
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, 118:1-118:34, 2019
62019
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
52020
Collective Matrix Completion.
MZ Alaya, O Klopp
J. Mach. Learn. Res. 20, 148:1-148:43, 2019
32019
Poisson access networks with shadowing: Modelling and statistical inference
MZ Alaya
22011
Match and reweight strategy for generalized target shift
A Rakotomamonjy, R Flamary, G Gasso, M Alaya, M Berar, N Courty
12020
Optimal Transport for Conditional Domain Matching and Label Shift
A Rakotomamonjy, R Flamary, G Gasso, MZ Alaya, M Berar, N Courty
arXiv preprint arXiv:2006.08161, 2020
12020
Theoretical guarantees for bridging metric measure embedding and optimal transport
MZ Alaya, M Berar, G Gasso, A Rakotomamonjy
arXiv preprint arXiv:2002.08314, 2020
12020
Distributional Sliced Embedding Discrepancy for Incomparable Distributions
MZ Alaya, G Gasso, M Berar, A Rakotomamonjy
arXiv preprint arXiv:2106.02542, 2021
2021
Open Set Domain Adaptation using Optimal Transport
M Kechaou, R Hérault, MZ Alaya, G Gasso
arXiv preprint arXiv:2010.01045, 2020
2020
Non-Aligned Distribution Distance using Metric Measure Embedding and Optimal Transport
MZ Alaya, M Bérar, G Gasso, A Rakotomamonjy
CoRR, 2020
2020
Binacox: automatic cut-point detection in high-dimensional Cox model with applications in genetics
S Bussy, MZ Alaya, AS Jannot, A Guilloux
arXiv preprint arXiv:1807.09813, 2018
2018
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
Segmentation of Counting Processes and Dynamical Models
MZ Alaya
Université Pierre & Marie Curie-Paris 6, 2016
2016
Équations Différentielles Stochastiques Rétrogrades (EDSRs) et Mathématiques Financières
MZ ALAYA
2010
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Articles 1–20