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ORCIDMokhtar Z. Alaya
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2020 – today
- 2024
[i11]Mokhtar Z. Alaya, Alain Rakotomamonjy, Maxime Berar, Gilles Gasso:
Gaussian-Smoothed Sliced Probability Divergences. CoRR abs/2404.03273 (2024)- 2023
- [i10]Marwa Kechaou, Mokhtar Z. Alaya, Romain Hérault, Gilles Gasso:
Adversarial Semi-Supervised Domain Adaptation for Semantic Segmentation: A New Role for Labeled Target Samples. CoRR abs/2312.07370 (2023) - 2022
- [j5]Mokhtar Z. Alaya
, Maxime Bérar, Gilles Gasso, Alain Rakotomamonjy:
Theoretical guarantees for bridging metric measure embedding and optimal transport. Neurocomputing 468: 416-430 (2022) - 2021
- [j4]Rémi Flamary, Nicolas Courty, Alexandre Gramfort, Mokhtar Z. Alaya, Aurélie Boisbunon, Stanislas Chambon, Laetitia Chapel, Adrien Corenflos, Kilian Fatras, Nemo Fournier, Léo Gautheron, Nathalie T. H. Gayraud, Hicham Janati, Alain Rakotomamonjy, Ievgen Redko, Antoine Rolet, Antony Schutz, Vivien Seguy, Danica J. Sutherland, Romain Tavenard, Alexander Tong, Titouan Vayer:
POT: Python Optimal Transport. J. Mach. Learn. Res. 22: 78:1-78:8 (2021) - [i9]Mokhtar Z. Alaya, Gilles Gasso, Maxime Berar, Alain Rakotomamonjy:
Distributional Sliced Embedding Discrepancy for Incomparable Distributions. CoRR abs/2106.02542 (2021) - [i8]Alain Rakotomamonjy, Mokhtar Z. Alaya, Maxime Berar, Gilles Gasso:
Statistical and Topological Properties of Gaussian Smoothed Sliced Probability Divergences. CoRR abs/2110.10524 (2021) - 2020
- [c3]Laetitia Chapel, Mokhtar Z. Alaya, Gilles Gasso:
Partial Optimal Tranport with applications on Positive-Unlabeled Learning. NeurIPS 2020 - [c2]Marwa Kechaou, Romain Hérault, Mokhtar Z. Alaya, Gilles Gasso:
Open Set Domain Adaptation Using Optimal Transport. ECML/PKDD (1) 2020: 412-435 - [i7]Laetitia Chapel, Mokhtar Z. Alaya, Gilles Gasso:
Partial Gromov-Wasserstein with Applications on Positive-Unlabeled Learning. CoRR abs/2002.08276 (2020) - [i6]Mokhtar Z. Alaya, Maxime Bérar, Gilles Gasso, Alain Rakotomamonjy:
Non-Aligned Distribution Distance using Metric Measure Embedding and Optimal Transport. CoRR abs/2002.08314 (2020) - [i5]Alain Rakotomamonjy, Rémi Flamary, Gilles Gasso, Mokhtar Z. Alaya, Maxime Berar, Nicolas Courty:
Match and Reweight Strategy for Generalized Target Shift. CoRR abs/2006.08161 (2020) - [i4]Marwa Kechaou, Romain Hérault, Mokhtar Z. Alaya, Gilles Gasso:
Open Set Domain Adaptation using Optimal Transport. CoRR abs/2010.01045 (2020)
2010 – 2019
- 2019
- [j3]Mokhtar Z. Alaya, Simon Bussy, Stéphane Gaïffas, Agathe Guilloux:
Binarsity: a penalization for one-hot encoded features in linear supervised learning. J. Mach. Learn. Res. 20: 118:1-118:34 (2019) - [j2]Mokhtar Z. Alaya, Olga Klopp:
Collective Matrix Completion. J. Mach. Learn. Res. 20: 148:1-148:43 (2019) - [c1]Mokhtar Z. Alaya, Maxime Berar, Gilles Gasso, Alain Rakotomamonjy:
Screening Sinkhorn Algorithm for Regularized Optimal Transport. NeurIPS 2019: 12169-12179 - [i3]Mokhtar Z. Alaya, Maxime Bérar, Gilles Gasso, Alain Rakotomamonjy:
Screening Sinkhorn Algorithm for Regularized Optimal Transport. CoRR abs/1906.08540 (2019) - 2018
- [i2]Mokhtar Z. Alaya, Olga Klopp:
Collective Matrix Completion. CoRR abs/1807.09010 (2018) - [i1]Simon Bussy, Mokhtar Z. Alaya, Agathe Guilloux, Anne-Sophie Jannot:
Binacox: automatic cut-points detection in high-dimensional Cox model, with applications to genetic data. CoRR abs/1807.09813 (2018) - 2016
- [b1]Mokhtar Z. Alaya:
Segmentation of Counting Processes and Dynamical Models. (Segmentation de Processus de Comptage et Modèles Dynamiques). Pierre and Marie Curie University, Paris, France, 2016 - 2015
- [j1]Mokhtar Z. Alaya, Stéphane Gaïffas, Agathe Guilloux:
Learning the Intensity of Time Events With Change-Points. IEEE Trans. Inf. Theory 61(9): 5148-5171 (2015)
Coauthor Index
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