Kyoungseok Jang
8 papers · 2021–2026 · 4 conferences · across top CS/AI conferences
Achievements
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π§ Keyword Pioneer π Conference Polyglot (3) π Cross-Pollinator (10) π Academic Marathon (5) π Interdisciplinary Bridge
πΊοΈ
Taxonomy Completionist
(10)
Conferences
NIPS (3)
COLT (2)
ICML (2)
AAAI (1)
Top co-authors
Keywords
regret bound
(4)
online learning
(3)
multi-armed bandit
(2)
pac-bayes bound
(2)
posterior distribution
(1)
sparse regression
(1)
kullback-leibler divergence
(1)
generalization error
(1)
experimental design
(1)
concentration inequalities
(1)
linear regression
(1)
best arm identification
(1)
concentration inequality
(1)
matrix rank
(1)
generalization bound
(1)
matrix martingale
(1)
linear bandit
(1)
sparse regret
(1)
adversarial action set
(1)
confidence set
(1)
Papers
Online Linear Regression with Paid Stochastic Features
AAAI 2026
Fixed Confidence Best Arm Identification in the Bayesian Setting
NIPS 2024
Sparsity-Agnostic Linear Bandits with Adaptive Adversaries
NIPS 2024
Better-than-KL PAC-Bayes Bounds
COLT 2024
Efficient Low-Rank Matrix Estimation, Experimental Design, and Arm-Set-Dependent Low-Rank Bandits
ICML 2024
Tighter PAC-Bayes Bounds Through Coin-Betting
COLT 2023
PopArt: Efficient Sparse Regression and Experimental Design for Optimal Sparse Linear Bandits
NIPS 2022
Improved Regret Bounds of Bilinear Bandits using Action Space Analysis
ICML 2021