| 2026 | COLT | Accelerated Convex Optimization via Hamiltonian Dynamics with Deterministic Integration Time. | Xiuyuan Wang, Vishwak Srinivasan, Qiang Fu, Siddharth Mitra, Andre Wibisono, Ashia Wilson |
| 2025 | ALT | Fast Convergence of Φ-Divergence Along the Unadjusted Langevin Algorithm and Proximal Sampler. | Siddharth Mitra, Andre Wibisono |
| 2025 | COLT | On the Convergence of Min-Max Langevin Dynamics and Algorithm. | Yang Cai, Siddharth Mitra, Xiuyuan Wang, Andre Wibisono |
| 2025 | COLT | Characterizing Dependence of Samples along the Langevin Dynamics and Algorithms via Contraction of Φ-Mutual Information (Extended Abstract). | Jiaming Liang, Siddharth Mitra, Andre Wibisono |
| 2023 | ICML | Langevin Thompson Sampling with Logarithmic Communication: Bandits and Reinforcement Learning. | Amin Karbasi, Nikki Lijing Kuang, Yi-An Ma, Siddharth Mitra |
| 2020 | AAAI | On Adaptivity in Information-Constrained Online Learning. | Siddharth Mitra, Aditya Gopalan |
| 2009 | WWW | Characterizing web-based video sharing workloads. | Siddharth Mitra, Mayank Agrawal, Amit Yadav, Niklas Carlsson, Derek L. Eager, Anirban Mahanti |