Yunbei Xu
4 papers · 2020–2024 · 2 conferences · across top CS/AI conferences
Achievements
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Keyword Pioneer
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Conference Polyglot
(2)
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Cross-Pollinator
(5)
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Interdisciplinary Bridge
πΊοΈ
Taxonomy Completionist
(10)
Conferences
ICML (2)
NIPS (2)
Top co-authors
Keywords
multi-armed bandit
(2)
learning theory
(1)
reinforcement learning
(1)
bayesian inference
(1)
statistical learning theory
(1)
empirical risk minimization
(1)
uniform convergence
(1)
generalization error
(1)
sequential learning
(1)
bayesian posterior
(1)
minimax risk
(1)
learning rate
(1)
regret bound
(1)
minimax lower bound
(1)
lower bound
(1)
stochastic bandit
(1)
frequentist regret
(1)
information-theoretic lower bound
(1)
bandit learnability
(1)
interactive decision making
(1)
Papers
Assouad, Fano, and Le Cam with Interaction: A Unifying Lower Bound Framework and Characterization for Bandit Learnability
NIPS 2024
Statistical Properties of Robust Satisficing
ICML 2024
Bayesian Design Principles for Frequentist Sequential Learning
ICML 2023
Towards Problem-dependent Optimal Learning Rates
NIPS 2020