Xuedong Shang
7
Documents
Publications
Publications
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Fixed-confidence guarantees for Bayesian best-arm identificationInternational Conference on Artificial Intelligence and Statistics, 2020, Palermo, Italy |
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Gamification of pure exploration for linear banditsICML 2020 - International Conference on Machine Learning, Aug 2020, Vienna / Virtual, Austria |
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A simple dynamic bandit algorithm for hyper-parameter tuningWorkshop 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 |
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General parallel optimization without a metricAlgorithmic Learning Theory, 2019, Chicago, United States |
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Adaptive black-box optimization got easier: HCT only needs local smoothnessEuropean Workshop on Reinforcement Learning, Oct 2018, Lille, France |
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Stochastic bandits with vector losses: Minimizing $\ell^\infty$-norm of relative losses2020 |
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Adaptive methods for optimization in stochastic environmentsArtificial Intelligence [cs.AI]. Université de Lille, 2021. English. ⟨NNT : 2021LILUB007⟩ |
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