Yi-Shan Wu
5 papers · 2019–2024 · 3 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge π§ Keyword Pioneer π£ Hot Topic Early Bird π Conference Polyglot (3) π Academic Marathon (5)
π
Cross-Pollinator
(12)
πΊοΈ
Taxonomy Completionist
(14)
Conferences
NIPS (3)
ACML (1)
AISTATS (1)
Top co-authors
Keywords
regret bound
(2)
lifelong learning
(2)
kl divergence
(2)
concentration inequality
(2)
multi-task learning
(1)
online learning
(1)
pac-bayesian analysis
(1)
online optimization
(1)
expert advice
(1)
empirical bernstein
(1)
random variable
(1)
pac-bayes bound
(1)
confidence interval
(1)
sequential task
(1)
expected loss
(1)
low regret
(1)
weighted majority vote
(1)
branching expert
(1)
bernstein inequality
(1)
oracle bound
(1)
Papers
Recursive PAC-Bayes: A Frequentist Approach to Sequential Prior Updates with No Information Loss
NIPS 2024
Split-kl and PAC-Bayes-split-kl Inequalities for Ternary Random Variables
NIPS 2022
Chebyshev-Cantelli PAC-Bayes-Bennett Inequality for the Weighted Majority Vote
NIPS 2021
Lifelong Learning with Branching Experts
ACML 2021
Lifelong Optimization with Low Regret
AISTATS 2019