PUBLICATIONS

Preprints

Rank-1 A/B testing   Claire Vernade, Branislav Kveton, Yasin Abbasi-Yadkori, Zheng Wen, Mohammad Ghavamzadeh.

Conference papers

2017

Stochastic Rank-1 Bandits   Sumeet Katariya, Branislav Kveton, Csaba Szepesvari, Claire Vernade, Zheng Wen. AISTATS 2017.

Bernoulli Rank-1 Bandits for Click Feedback   Sumeet Katariya, Branislav Kveton, Csaba Szepesvari, Claire Vernade, Zheng Wen. IJCAI 2017.

Sparse Stochastic Bandits  Joon Kwon, Vianney Perchet, Claire Vernade. COLT 2017.

Stochastic Bandit Models for Delayed Conversions. Claire Vernade, Olivier Cappé, Vianney Perchet. UAI 207.

Max K-armed bandit: On the ExtremeHunter algorithm and beyond. Mastane Achab, Stephan Clémençon, Aurélien Garivier, Anne Sabourin, Claire Vernade. ECML 2017.

2016

Multiple-Plays Bandits in the Position-Based Model   Paul Lagrée, Claire Vernade, Olivier Cappé.NIPS 2016.

2015

Learning From Missing Data Using Selection Bias in Movie Recommendation. Claire Vernade, Olivier Cappé. IEEE DSAA 2015.

Miscellaneous
PhD dissertation. Claire Vernade. Defended on October, 20th 2017 in Telecom ParisTech. Slides are here.

The Science & 

Mathematics University

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