Jongyeong Lee

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 14

Top Topics

Multi Armed Bandit

Asymptotically Optimal

Extreme Value Theory

Top Venues

EMNLP/IJCNLP (1)

Publications

Jongyeong Lee, Junya Honda, Shinji Ito, Min-hwan Oh
Follow-the-Perturbed-Leader with Fréchet-type Tail Distributions: Optimality in Adversarial Bandits and Best-of-Both-Worlds. CoRR (2024)
Jongyeong Lee, Chao-Kai Chiang, Masashi Sugiyama
The Choice of Noninformative Priors for Thompson Sampling in Multiparameter Bandit Models. AAAI (2024)
Jongyeong Lee, Junya Honda, Shinji Ito, Min-hwan Oh
Follow-the-Perturbed-Leader with Fréchet-type Tail Distributions: Optimality in Adversarial Bandits and Best-of-Both-Worlds. COLT (2024)
Jongyeong Lee, Junya Honda, Chao-Kai Chiang, Masashi Sugiyama
Optimality of Thompson Sampling with Noninformative Priors for Pareto Bandits. ICML (2023)
Jongyeong Lee, Junya Honda, Masashi Sugiyama
Thompson Exploration with Best Challenger Rule in Best Arm Identification. CoRR (2023)
Jongyeong Lee, Junya Honda, Chao-Kai Chiang, Masashi Sugiyama
Optimality of Thompson Sampling with Noninformative Priors for Pareto Bandits. CoRR (2023)
Jongyeong Lee, Junya Honda, Masashi Sugiyama
Thompson Exploration with Best Challenger Rule in Best Arm Identification. ACML (2023)
Jongyeong Lee, Chao-Kai Chiang, Masashi Sugiyama
Asymptotically Optimal Thompson Sampling Based Policy for the Uniform Bandits and the Gaussian Bandits. CoRR (2023)
Nontawat Charoenphakdee, Jongyeong Lee, Masashi Sugiyama
A Symmetric Loss Perspective of Reliable Machine Learning. CoRR (2021)
Nontawat Charoenphakdee, Jongyeong Lee, Yiping Jin, Dittaya Wanvarie, Masashi Sugiyama
Learning Only from Relevant Keywords and Unlabeled Documents. CoRR (2019)
Nontawat Charoenphakdee, Jongyeong Lee, Masashi Sugiyama
On Symmetric Losses for Learning from Corrupted Labels. CoRR (2019)
Jongyeong Lee, Nontawat Charoenphakdee, Seiichi Kuroki, Masashi Sugiyama
Domain Discrepancy Measure Using Complex Models in Unsupervised Domain Adaptation. CoRR (2019)
Nontawat Charoenphakdee, Jongyeong Lee, Yiping Jin, Dittaya Wanvarie, Masashi Sugiyama
Learning Only from Relevant Keywords and Unlabeled Documents. EMNLP/IJCNLP (1) (2019)
Nontawat Charoenphakdee, Jongyeong Lee, Masashi Sugiyama
On Symmetric Losses for Learning from Corrupted Labels. ICML (2019)