Gi-Soo Kim

9 papers · 2019–2025 · 5 conferences · across top CS/AI conferences

Achievements

🌉 Interdisciplinary Bridge 🏃 Academic Marathon (6) 🐝 Cross-Pollinator (14) 🌍 Conference Polyglot (5) 🗺️ Taxonomy Completionist (16) 🧭 Keyword Pioneer 🔥 Unstoppable (5)

Conferences

ICML (3) AAAI (2) NIPS (2) COLT (1) UAI (1)

Top co-authors

Myunghee Cho Paik (5) Min-hwan Oh (3) Wonyoung Kim (1) Wooseong Cho (1) Seok-Jin Kim (1) Young-Geun Choi (1) Jane P Kim (1) Minhyun Kang (1) Kyungbok Lee (1) Hyun-Joon Yang (1)

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