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Learning the intensity of time events with change-points

 Mokhtar Z. Alaya , Stéphane Gaïffas , Agathe Guilloux
IEEE Transactions on Information Theory, 2015, 61 (9), pp.5148-5171
Article dans une revue hal-01163415v1
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Gaussian-Smoothed Sliced Probability Divergences

 Mokhtar Z. Alaya , Alain Rakotomamonjy , Maxime Berar , Gilles Gasso
2024
Pré-publication, Document de travail hal-04282819v2
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Heterogeneous Wasserstein Discrepancy for Incomparable Distributions

 Mokhtar Z. Alaya , Gilles Gasso , Maxime Berar , Alain Rakotomamonjy
2021
Pré-publication, Document de travail hal-03250633v2
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Collective Matrix Completion

 Mokhtar Z. Alaya , Olga Klopp
Journal of Machine Learning Research, 2019, 20 (148), pp.1−43
Article dans une revue hal-01846078v2
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High-dimensional time-varying Aalen and Cox models

 Mokhtar Z. Alaya , Sarah Lemler , Agathe Guilloux , Thibault Allart
2018
Pré-publication, Document de travail hal-01798390v1
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Screening Sinkhorn Algorithm for Regularized Optimal Transport

 Mokhtar Z. Alaya , Maxime Berar , Gilles Gasso , Alain Rakotomamonjy
Advances in Neural Information Processing Systems, 2019, Vancouver, Canada
Communication dans un congrès hal-02142661v3
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Binarsity: a penalization for one-hot encoded features

 Mokhtar Z. Alaya , Simon Bussy , Stéphane Gaïffas , Agathe Guilloux
Journal of Machine Learning Research, 2019, 20 (118), pp.1−34
Article dans une revue hal-01648382v1
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Segmentation of Counting Processes and Dynamical Models

 Mokhtar Z. Alaya
Machine Learning [stat.ML]. Université Pierre & Marie Curie - Paris 6, 2016. English. ⟨NNT : ⟩
Thèse tel-01468688v1
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Partial Optimal Transport with Applications on Positive-Unlabeled Learning

 Laetitia Chapel , Mokhtar Z Alaya , Gilles Gasso
Advances in Neural Information Processing Systems 33 (NeurIPS 2020), Dec 2020, Online, France
Communication dans un congrès hal-03219281v1
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Theoretical Guarantees for Bridging Metric Measure Embedding and Optimal Transport

 Mokhtar Z. Alaya , Maxime Berar , Gilles Gasso , Alain Rakotomamonjy
2021
Pré-publication, Document de travail hal-02485039v3
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Statistical and Topological Properties of Gaussian Smoothed Sliced Probability Divergences

 Alain Rakotomamonjy , Mokhtar Z. Alaya , Maxime Berar , Gilles Gasso
2021
Pré-publication, Document de travail hal-03386542v1
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Binacox: automatic cut-point detection in high-dimensional Cox model with applications in genetics

 Simon Bussy , Mokhtar Z. Alaya , Anne-Sophie Jannot , Agathe Guilloux
2020
Pré-publication, Document de travail hal-01817823v2
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