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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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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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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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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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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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Gaussian-Smoothed Sliced Probability Divergences
Mokhtar Z. Alaya
,
Alain Rakotomamonjy
,
Maxime Berar
,
Gilles Gasso
2023
Pré-publication, Document de travail
hal-04282819v1
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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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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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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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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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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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