Mitra, Siddharth

6 publications

COLT 2025 Characterizing Dependence of Samples Along the Langevin Dynamics and Algorithms via Contraction of $φ$-Mutual Information (Extended Abstract) Jiaming Liang, Siddharth Mitra, Andre Wibisono

ALT 2025 Fast Convergence of $φ$-Divergence Along the Unadjusted Langevin Algorithm and Proximal Sampler Siddharth Mitra, Andre Wibisono

COLT 2025 On the Convergence of Min-Max Langevin Dynamics and Algorithm Yang Cai, Siddharth Mitra, Xiuyuan Wang, Andre Wibisono

ICML 2023 Langevin Thompson Sampling with Logarithmic Communication: Bandits and Reinforcement Learning Amin Karbasi, Nikki Lijing Kuang, Yian Ma, Siddharth Mitra

NeurIPS 2021 Submodular + Concave Siddharth Mitra, Moran Feldman, Amin Karbasi

AAAI 2020 On Adaptivity in Information-Constrained Online Learning Siddharth Mitra, Aditya Gopalan