Xuedong Shang

7
Documents

Publications

Publications

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Fixed-confidence guarantees for Bayesian best-arm identification

Xuedong Shang , Rianne de Heide , Emilie Kaufmann , Pierre Ménard , Michal Valko

International Conference on Artificial Intelligence and Statistics, 2020, Palermo, Italy

Communication dans un congrès hal-02330187v2
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Gamification of pure exploration for linear bandits

Rémy Degenne , Pierre Ménard , Xuedong Shang , Michal Valko

ICML 2020 - International Conference on Machine Learning, Aug 2020, Vienna / Virtual, Austria

Communication dans un congrès hal-02884330v1
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A simple dynamic bandit algorithm for hyper-parameter tuning

Xuedong Shang , Emilie Kaufmann , Michal Valko

Workshop on Automated Machine Learning at International Conference on Machine Learning, AutoML@ICML 2019 - 6th ICML Workshop on Automated Machine Learning, Jun 2019, Long Beach, United States

Communication dans un congrès hal-02145200v1
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General parallel optimization without a metric

Xuedong Shang , Emilie Kaufmann , Michal Valko

Algorithmic Learning Theory, 2019, Chicago, United States

Communication dans un congrès hal-02047225v2
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Adaptive black-box optimization got easier: HCT only needs local smoothness

Xuedong Shang , Emilie Kaufmann , Michal Valko

European Workshop on Reinforcement Learning, Oct 2018, Lille, France

Communication dans un congrès hal-01874637v1