A Complete Characterization of Learnability for Stochastic Noisy BanditsInternational Conference on Algorithmic Learning Theory (ALT), 2024 |
Adaptive Online Experimental Design for Causal DiscoveryInternational Conference on Machine Learning (ICML), 2024 |
Learning in Repeated Multi-Unit Pay-As-Bid AuctionsManufacturing & Service Operations Management (MSOM), 2023 |
Learning and Collusion in Multi-unit AuctionsNeural Information Processing Systems (NeurIPS), 2023 |
Towards Scalable and Robust Structured Bandits: A Meta-Learning
FrameworkInternational Conference on Artificial Intelligence and Statistics (AISTATS), 2022 |
Best-Arm Identification in Correlated Multi-Armed BanditsIEEE Journal on Selected Areas in Information Theory (JSAIT), 2021 |
Multi-Armed Bandits with Correlated ArmsIEEE Transactions on Information Theory (IEEE Trans. Inf. Theory), 2019 |