Wonyoung Kim
8 papers · 2020–2025 · 4 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge π§ Keyword Pioneer π Conference Polyglot (4) π Academic Marathon (5) π Cross-Pollinator (13)
πΊοΈ
Taxonomy Completionist
(14)
Conferences
AISTATS (3)
ICML (3)
AAAI (1)
NIPS (1)
Top co-authors
Keywords
regret bound
(4)
contextual bandit
(3)
thompson sampling
(2)
linear contextual bandit
(2)
doubly robust estimator
(2)
regret minimization
(1)
variance reduction
(1)
bandit feedback
(1)
multi-armed bandit
(1)
generalized linear model
(1)
knapsack problem
(1)
doubly robust method
(1)
sparse linear mdp
(1)
episodic control
(1)
self-normalized bound
(1)
novel estimator
(1)
exploration randomization
(1)
risk consistency
(1)
multi-class packing problem
(1)
wasserstein distributionally robust optimization
(1)
Papers
Linear Bandits with Partially Observable Features
ICML 2025
Learning the Pareto Front Using Bootstrapped Observation Samples
AISTATS 2025
A Doubly Robust Approach to Sparse Reinforcement Learning
AISTATS 2024
Squeeze All: Novel Estimator and Self-Normalized Bound for Linear Contextual Bandits
AISTATS 2023
Improved Algorithms for Multi-period Multi-class Packing Problems with Bandit Feedback
ICML 2023
Double Doubly Robust Thompson Sampling for Generalized Linear Contextual Bandits
AAAI 2023
Doubly Robust Thompson Sampling with Linear Payoffs
NIPS 2021
Principled learning method for Wasserstein distributionally robust optimization with local perturbations
ICML 2020