Po-An Wang
8 papers · 2017–2024 · 3 conferences · across top CS/AI conferences
Achievements
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πΊοΈ Taxonomy Completionist (15) π§ Keyword Pioneer π£ Hot Topic Early Bird π Conference Polyglot (3) π Academic Marathon (7)
π
Interdisciplinary Bridge
π
Cross-Pollinator
(8)
π₯
Unstoppable
(6)
Conferences
AISTATS (3)
NIPS (3)
ICML (2)
Top co-authors
Keywords
best arm identification
(3)
sample complexity
(2)
regret bound
(2)
multi-task learning
(1)
adaptive sampling
(1)
tensor decomposition
(1)
low-rank approximation
(1)
online optimization
(1)
eigenvector approximation
(1)
lifelong learning
(1)
matrix computation
(1)
multi-armed bandit
(1)
streaming algorithm
(1)
combinatorial semi-bandit
(1)
stochastic bandit
(1)
pure exploration
(1)
sequential task
(1)
randomized svd
(1)
top eigenvector
(1)
rayleigh quotient
(1)
Papers
On Universally Optimal Algorithms for A/B Testing
ICML 2024
Best Arm Identification with Fixed Budget: A Large Deviation Perspective
NIPS 2023
Closing the Computational-Statistical Gap in Best Arm Identification for Combinatorial Semi-bandits
NIPS 2023
Improved analysis of randomized SVD for top-eigenvector approximation
AISTATS 2022
Fast Pure Exploration via Frank-Wolfe
NIPS 2021
Optimal Algorithms for Multiplayer Multi-Armed Bandits
AISTATS 2020
Lifelong Optimization with Low Regret
AISTATS 2019
Tensor Decomposition via Simultaneous Power Iteration
ICML 2017