Jung-hun Kim

6 papers · 2022–2025 · 4 venues · across top CS/AI venues

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Achievements

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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (10)

Venues

ICML (2) NeurIPS (2) AISTATS (1) ICLR (1)

Top co-authors

Se-Young Yun (3) Milan Vojnovic (2) Min-hwan Oh (2) Minchan Jeong (1) Junhyun Nam (1) Joe Suk (1) Jinwoo Shin (1) Richard Combes (1)

Research topics

Machine Learning (4) Mathematics & Optimization (4) Optimization (4) Optimization & Theory (3) Learning Types (2) Artificial Intelligence (1) Core AI (1) Probability (1)

Keywords

regret bound (6) multi-armed bandit (3) upper confidence bound (2) rotting reward (2) ucb algorithm (2) thompson sampling (2) stochastic optimization (2) service rate (1) dynamic pricing (1) feature uncertainty (1) lower confidence bound (1) bayesian oracle (1) noisy feature (1) assortment selection (1) matching bandit (1) infinite-armed bandit (1) censored multinomial logit (1) parameter-free (1) reservoir distribution (1) rotting non-stationarity (1)

Papers

Dynamic Assortment Selection and Pricing with Censored Preference Feedback ICLR 2025 Tracking Most Significant Shifts in Infinite-Armed Bandits ICML 2025 An Adaptive Approach for Infinitely Many-armed Bandits under Generalized Rotting Constraints NeurIPS 2024 Queueing Matching Bandits with Preference Feedback NeurIPS 2024 Contextual Linear Bandits under Noisy Features: Towards Bayesian Oracles AISTATS 2023 Rotting Infinitely Many-Armed Bandits ICML 2022