Kyoungseok Jang
8 papers · 2021–2026 · 4 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🏃
Academic Marathon · Sprint
🌉
Interdisciplinary Bridge · Bronze
🗺️
Taxonomy Completionist
(15)
Venues
Top co-authors
Research topics
Keywords
regret bound
(4)
online learning
(3)
generalization error
(2)
concentration inequality
(2)
multi-armed bandit
(2)
experimental design
(2)
pac-bayes bound
(2)
sparse regression
(1)
kullback-leibler divergence
(1)
concentration inequalities
(1)
linear regression
(1)
best arm identification
(1)
matrix rank
(1)
generalization bound
(1)
matrix martingale
(1)
linear bandit
(1)
sparse regret
(1)
adversarial action set
(1)
confidence set
(1)
low-rank matrix estimation
(1)
Papers
Online Linear Regression with Paid Stochastic Features
AAAI 2026
Better-than-KL PAC-Bayes Bounds
COLT 2024
Efficient Low-Rank Matrix Estimation, Experimental Design, and Arm-Set-Dependent Low-Rank Bandits
ICML 2024
Fixed Confidence Best Arm Identification in the Bayesian Setting
NeurIPS 2024
Sparsity-Agnostic Linear Bandits with Adaptive Adversaries
NeurIPS 2024
Tighter PAC-Bayes Bounds Through Coin-Betting
COLT 2023
PopArt: Efficient Sparse Regression and Experimental Design for Optimal Sparse Linear Bandits
NeurIPS 2022
Improved Regret Bounds of Bilinear Bandits using Action Space Analysis
ICML 2021