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authIdHal_s : mastane-achab
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Contribution à des problèmes statistiques d'ordonnancement et d'apprentissage par renforcement avec aversion au risque

Mastane Achab
Machine Learning [stat.ML]. Institut Polytechnique de Paris, 2020. English. ⟨NNT : 2020IPPAT020⟩
Theses tel-03043749v1

Dimensionality Reduction and (Bucket) Ranking: a Mass Transportation Approach.

Stéphan Clémençon , Mastane Achab , Anna Korba
Algorithmic Learning Theory, Mar 2019, Chicago, United States
Conference papers hal-02288552v1

Continuous Ranking trough Oriented Recursive Partitions

Stéphan Clémençon , Mastane Achab
NIPS, Dec 2017, Longbeach, United States
Conference papers hal-02287581v1
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Profitable Bandits

Mastane Achab , Stéphan Clémençon , Aurélien Garivier
Proceedings of Machine Learning Research, 2018, 95, pp.694-709
Journal articles hal-02023057v1
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Weighted Empirical Risk Minimization: Transfer Learning based on Importance Sampling

Stéphan Clémençon , Robin Vogel , Mastane Achab , Charles Tillier
28th European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning ( ESANN 2020), 2020, Bruges (on line), Belgium
Conference papers hal-03559387v1

Max K-Armed Bandit: On the ExtremeHunter Algorithm and Beyond

Mastane Achab , Stéphan Clémençon , Aurélien Garivier , Anne Sabourin , Claire Vernade
Machine Learning and Knowledge Discovery in Databases ECML PKDD 2017, 2017, pp.389-404
Journal articles hal-02023085v1

Max K-armed Bandits: On EstremeHunter and an Alternative Approach

Mastane Achab , Stéphan Clémençon , Aurélien Garivier , Anne Sabourin , Claire Vernade
ECML, Sep 2017, Skopje, Macedonia
Conference papers hal-02287481v1