 Variance-Aware Linear UCB with Deep Representation for Neural Contextual BanditsInternational Conference on Artificial Intelligence and Statistics (AISTATS), 2024 |
 Doubly High-Dimensional Contextual Bandits: An Interpretable Model for
Joint Assortment-PricingSocial Science Research Network (SSRN), 2023 |
 Efficient Online Decision Tree Learning with Active Feature AcquisitionInternational Joint Conference on Artificial Intelligence (IJCAI), 2023 |
 Tsetlin Machine for Solving Contextual Bandit ProblemsNeural Information Processing Systems (NeurIPS), 2022 |
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 Exploiting Relevance for Online Decision-Making in High-DimensionsIEEE Transactions on Signal Processing (IEEE Trans. Signal Process.), 2019 |
 Decentralized Exploration in Multi-Armed Bandits -- Extended versionInternational Conference on Machine Learning (ICML), 2018 |
 Deep Bayesian Bandits Showdown: An Empirical Comparison of Bayesian Deep
Networks for Thompson SamplingInternational Conference on Learning Representations (ICLR), 2018 |
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