Jongyeong Lee
8 papers · 2019–2025 · 6 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge π§ Keyword Pioneer π Conference Polyglot (6) π Academic Marathon (6) π Cross-Pollinator (9)
π
Renaissance Researcher
(5)
πΊοΈ
Taxonomy Completionist
(20)
Conferences
ICML (3)
AAAI (1)
ACML (1)
COLT (1)
EMNLP (1)
IJCNLP (1)
Top co-authors
Keywords
regret bound
(3)
thompson sampling
(3)
multi-armed bandit
(3)
online learning
(2)
unlabeled document
(2)
keyword-based learning
(2)
document classification
(2)
text classification
(2)
semi-supervised learning
(2)
noninformative prior
(2)
auc optimization
(2)
auc maximization
(1)
extreme value theory
(1)
corrupted label
(1)
pareto bandit
(1)
probability matching
(1)
keyword-based classification
(1)
pu learning
(1)
keyword classification
(1)
balanced error rate
(1)
Papers
Geometric Resampling in Nearly Linear Time for Follow-the-Perturbed-Leader with Best-of-Both-Worlds Guarantee in Bandit Problems
ICML 2025
The Choice of Noninformative Priors for Thompson Sampling in Multiparameter Bandit Models
AAAI 2024
Follow-the-Perturbed-Leader with FrΓ©chet-type Tail Distributions: Optimality in Adversarial Bandits and Best-of-Both-Worlds
COLT 2024
Optimality of Thompson Sampling with Noninformative Priors for Pareto Bandits
ICML 2023
Thompson Exploration with Best Challenger Rule in Best Arm Identification
ACML 2023
Learning Only from Relevant Keywords and Unlabeled Documents
IJCNLP 2019
Learning Only from Relevant Keywords and Unlabeled Documents
EMNLP 2019
On Symmetric Losses for Learning from Corrupted Labels
ICML 2019