Ningyuan Chen
5 papers · 2021–2023 · 4 conferences · across top CS/AI conferences
Achievements
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π
Interdisciplinary Bridge
π§
Keyword Pioneer
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Conference Polyglot
(4)
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Cross-Pollinator
(12)
πΊοΈ
Taxonomy Completionist
(10)
Conferences
NIPS (2)
AISTATS (1)
COLT (1)
JMLR (1)
Top co-authors
Keywords
multi-armed bandit
(5)
regret bound
(3)
online learning
(3)
dimension reduction
(1)
importance sampling
(1)
nonparametric regression
(1)
bias correction
(1)
resource allocation
(1)
markov chain
(1)
upper confidence bound
(1)
bootstrap method
(1)
spectral method
(1)
dynamic pricing
(1)
regime switching
(1)
contextual online learning
(1)
monotone arm sequence
(1)
monotone sequence
(1)
stochastic optimization
(1)
sub-gaussian random variable
(1)
off-policy evaluation
(1)
Papers
Allocating Divisible Resources on Arms with Unknown and Random Rewards
COLT 2023
Dimension Reduction in Contextual Online Learning via Nonparametric Variable Selection
JMLR 2023
Debiasing Samples from Online Learning Using Bootstrap
AISTATS 2022
Regime Switching Bandits
NIPS 2021
Multi-armed Bandit Requiring Monotone Arm Sequences
NIPS 2021