Xuedong Shang

Publications

Communication dans un congrès (5)

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
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
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
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
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

Pré-publication, Document de travail (1)

Stochastic bandits with vector losses: Minimizing $\ell^\infty$-norm of relative losses Xuedong Shang,Han Shao,Jian Qian 2020 Pré-publication, Document de travail hal-02968536v1

Thèse (1)

Adaptive methods for optimization in stochastic environments Xuedong Shang Artificial Intelligence [cs.AI]. Université de Lille, 2021. English. ⟨NNT : 2021LILUB007⟩ Thèse tel-03466525v4