A Unified Regularization Approach to High-Dimensional Generalized Tensor BanditsInternational Symposium on Information Theory (ISIT), 2025 |
Efficient Frameworks for Generalized Low-Rank Matrix Bandit ProblemsNeural Information Processing Systems (NeurIPS), 2024 |
High-dimensional Linear Bandits with KnapsacksInternational Conference on Machine Learning (ICML), 2023 |
Improved Regret Bounds of (Multinomial) Logistic Bandits via
Regret-to-Confidence-Set ConversionInternational Conference on Artificial Intelligence and Statistics (AISTATS), 2023 |
Anytime Model Selection in Linear BanditsNeural Information Processing Systems (NeurIPS), 2023 |
High-dimensional Contextual Bandit Problem without SparsityNeural Information Processing Systems (NeurIPS), 2023 |
Thompson Sampling for High-Dimensional Sparse Linear Contextual BanditsInternational Conference on Machine Learning (ICML), 2022 |
Model Selection for Generic Contextual BanditsIEEE Transactions on Information Theory (IEEE Trans. Inf. Theory), 2021 |