Gi-Soo Kim
9 papers · 2019–2025 · 5 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge π Academic Marathon (6) π Cross-Pollinator (14) π Conference Polyglot (5) πΊοΈ Taxonomy Completionist (16)
π§
Keyword Pioneer
π₯
Unstoppable
(5)
Conferences
ICML (3)
AAAI (2)
NIPS (2)
COLT (1)
UAI (1)
Top co-authors
Keywords
regret bound
(5)
contextual bandit
(5)
thompson sampling
(2)
sequential decision
(2)
multi-armed bandit
(2)
linear bandit
(1)
heavy-tailed error
(1)
bandit algorithm
(1)
cox proportional hazard
(1)
doubly robust estimator
(1)
mixed-effect model
(1)
random effect
(1)
mobile health
(1)
online decision-making
(1)
doubly robust
(1)
doubly-robust estimation
(1)
multi-dimensional reward
(1)
weighted least-square
(1)
semi-parametric inference
(1)
customer valuation
(1)
Papers
Experimental Design for Semiparametric Bandits
COLT 2025
Mixed-Effects Contextual Bandits
AAAI 2024
Pursuing Overall Welfare in Federated Learning through Sequential Decision Making
ICML 2024
Heavy-tailed linear bandit with Huber regression
UAI 2023
Semi-Parametric Contextual Pricing Algorithm using Cox Proportional Hazards Model
ICML 2023
Robust Tests in Online Decision-Making
AAAI 2022
Doubly Robust Thompson Sampling with Linear Payoffs
NIPS 2021
Contextual Multi-armed Bandit Algorithm for Semiparametric Reward Model
ICML 2019
Doubly-Robust Lasso Bandit
NIPS 2019