Gi-Soo Kim
10 papers · 2019–2026 · 5 venues · across top CS/AI venues
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Achievements
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π Conference Polyglot Β· Silver π Academic Marathon Β· Sprint π Interdisciplinary Bridge Β· Silver πΊοΈ Taxonomy Completionist (22) π Century Club Β· Bronze
π₯
Unstoppable Β· Bronze
Venues
Top co-authors
Research topics
Keywords
regret bound
(6)
contextual bandit
(5)
multi-armed bandit
(2)
thompson sampling
(2)
sequential decision
(2)
online convex optimization
(1)
non-asymptotic analysis
(1)
high-dimensional statistics
(1)
best arm identification
(1)
lasso regression
(1)
label shift
(1)
high-dimensional context
(1)
distribution shift
(1)
sparse regression
(1)
online decision making
(1)
sublinear regret
(1)
contextual pricing
(1)
linear bandit
(1)
heavy-tailed error
(1)
sequential decision making
(1)
Papers
Calibration-Aware Online Adaptation under Label Shift
UAI 2026
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
NeurIPS 2021
Contextual Multi-armed Bandit Algorithm for Semiparametric Reward Model
ICML 2019
Doubly-Robust Lasso Bandit
NeurIPS 2019