Po-An Wang
8 papers · 2017–2024 · 3 venues · across top CS/AI venues
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Achievements
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π Interdisciplinary Bridge Β· Bronze π Academic Marathon Β· Sprint πΊοΈ Taxonomy Completionist (15) π£ Hot Topic Early Bird π Conference Polyglot Β· Bronze
π§¬
Topic Evolution
π₯
Unstoppable Β· Bronze
Venues
Top co-authors
Research topics
Keywords
best arm identification
(3)
regret bound
(2)
sample complexity
(2)
continual learning
(1)
adaptive sampling
(1)
tensor decomposition
(1)
eigenvector approximation
(1)
online optimization
(1)
pure exploration
(1)
streaming algorithm
(1)
lifelong learning
(1)
matrix computation
(1)
multi-armed bandit
(1)
low-rank approximation
(1)
multi-task learning
(1)
combinatorial semi-bandit
(1)
stochastic bandit
(1)
error rate
(1)
representation learning
(1)
active learning
(1)
Papers
On Universally Optimal Algorithms for A/B Testing
ICML 2024
Best Arm Identification with Fixed Budget: A Large Deviation Perspective
NeurIPS 2023
Closing the Computational-Statistical Gap in Best Arm Identification for Combinatorial Semi-bandits
NeurIPS 2023
Improved analysis of randomized SVD for top-eigenvector approximation
AISTATS 2022
Fast Pure Exploration via Frank-Wolfe
NeurIPS 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