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X -ARMED BANDITS: OPTIMIZING QUANTILES, CVAR AND OTHER RISKS

Léonard Torossian , Aurélien Garivier , Victor Picheny
Asian Conference on Machine Learning, Nov 2019, Nagoya, Japan. pp.252-267
Communication dans un congrès hal-02101647v3
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Machine Learning Algorithms for Regression and Global Optimization of Risk Measures

Léonard Torossian
Statistics [math.ST]. MITT, 2019. English. ⟨NNT : ⟩
Thèse tel-03255973v1
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A Review on Quantile Regression for Stochastic Computer Experiments

Léonard Torossian , Victor Picheny , Robert Faivre , Aurélien Garivier
2019
Pré-publication, Document de travail hal-02010735v1
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A REVIEW ON QUANTILE REGRESSION FOR STOCHASTIC COMPUTER EXPERIMENTS

Léonard Torossian , Victor Picheny , Robert Faivre , Aurélien Garivier
Reliability Engineering and System Safety, 2020, 201 (C), ⟨10.1016/j.ress.2020.106858⟩
Article dans une revue hal-02006032v3