Mokhtar Z. Alaya

Publication Activity (10 Years)

Years Active: 2015-2024
Publications (10 Years): 19

Top Topics

Matrix Completion

Semantic Segmentation

Kullback Leibler

Domain Adaptation

Top Venues

J. Mach. Learn. Res.

IEEE Trans. Inf. Theory

Publications

Mokhtar Z. Alaya, Alain Rakotomamonjy, Maxime Berar, Gilles Gasso
Gaussian-Smoothed Sliced Probability Divergences. CoRR (2024)
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 (2023)
Mokhtar Z. Alaya, Maxime Bérar, Gilles Gasso, Alain Rakotomamonjy
Theoretical guarantees for bridging metric measure embedding and optimal transport. Neurocomputing 468 (2022)
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 (2021)
Alain Rakotomamonjy, Mokhtar Z. Alaya, Maxime Berar, Gilles Gasso
Statistical and Topological Properties of Gaussian Smoothed Sliced Probability Divergences. CoRR (2021)
Mokhtar Z. Alaya, Gilles Gasso, Maxime Berar, Alain Rakotomamonjy
Distributional Sliced Embedding Discrepancy for Incomparable Distributions. CoRR (2021)
Marwa Kechaou, Romain Hérault, Mokhtar Z. Alaya, Gilles Gasso
Open Set Domain Adaptation using Optimal Transport. CoRR (2020)
Marwa Kechaou, Romain Hérault, Mokhtar Z. Alaya, Gilles Gasso
Open Set Domain Adaptation Using Optimal Transport. ECML/PKDD (1) (2020)
Alain Rakotomamonjy, Rémi Flamary, Gilles Gasso, Mokhtar Z. Alaya, Maxime Berar, Nicolas Courty
Match and Reweight Strategy for Generalized Target Shift. CoRR (2020)
Laetitia Chapel, Mokhtar Z. Alaya, Gilles Gasso
Partial Optimal Tranport with applications on Positive-Unlabeled Learning. NeurIPS (2020)
Mokhtar Z. Alaya, Maxime Bérar, Gilles Gasso, Alain Rakotomamonjy
Non-Aligned Distribution Distance using Metric Measure Embedding and Optimal Transport. CoRR (2020)
Laetitia Chapel, Mokhtar Z. Alaya, Gilles Gasso
Partial Gromov-Wasserstein with Applications on Positive-Unlabeled Learning. CoRR (2020)
Mokhtar Z. Alaya, Maxime Berar, Gilles Gasso, Alain Rakotomamonjy
Screening Sinkhorn Algorithm for Regularized Optimal Transport. NeurIPS (2019)
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 (2019)
Mokhtar Z. Alaya, Maxime Bérar, Gilles Gasso, Alain Rakotomamonjy
Screening Sinkhorn Algorithm for Regularized Optimal Transport. CoRR (2019)
Mokhtar Z. Alaya, Olga Klopp
Collective Matrix Completion. J. Mach. Learn. Res. 20 (2019)
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 (2018)
Mokhtar Z. Alaya, Olga Klopp
Collective Matrix Completion. CoRR (2018)
Mokhtar Z. Alaya, Stéphane Gaïffas, Agathe Guilloux
Learning the Intensity of Time Events With Change-Points. IEEE Trans. Inf. Theory 61 (9) (2015)