Online Learning |https://nick-jhlee.github.io/tags/online-learning/Online LearningHugoBlox Kit (https://hugoblox.com)en-usThu, 21 May 2026 00:00:00 +0000https://nick-jhlee.github.io/media/icon_hu_eee4a95885829ab2.pngOnline Learninghttps://nick-jhlee.github.io/tags/online-learning/Looking Through the Mirror: Minimax-Optimal Regularized Regrets in Online Learning and Banditshttps://nick-jhlee.github.io/publications/arxiv26-regularized-regret/Thu, 21 May 2026 00:00:00 +0000https://nick-jhlee.github.io/publications/arxiv26-regularized-regret/A Jointly Efficient and Optimal Algorithm for Heteroskedastic Generalized Linear Bandits with Adversarial Corruptionshttps://nick-jhlee.github.io/publications/arxiv26-corrupted-glm/Thu, 12 Feb 2026 00:00:00 +0000https://nick-jhlee.github.io/publications/arxiv26-corrupted-glm/Improved Regret Bounds of (Multinomial) Logistic Bandits via Regret-to-Confidence-Set Conversionhttps://nick-jhlee.github.io/publications/aistats24/Sat, 20 Jan 2024 00:00:00 +0000https://nick-jhlee.github.io/publications/aistats24/