Siddharth Mitra

According to our database, Siddharth Mitra authored at least 13 papers between 2009 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2026

Characterizing Dependence of Samples Along the Langevin Dynamics and Algorithms via Contraction of Φ-Mutual Information.

Jiaming Liang, Siddharth Mitra, Andre Wibisono

IEEE Trans. Inf. Theory, February, 2026

Tail-Sensitive KL and Rényi Convergence of Unadjusted Hamiltonian Monte Carlo via One-Shot Couplings.

Nawaf Bou-Rabee, Siddharth Mitra, Andre Wibisono

CoRR, January, 2026

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

Proceedings of the Thirty Eighth Annual Conference on Learning Theory, 2025

On the Convergence of Min-Max Langevin Dynamics and Algorithm.

Yang Cai, Siddharth Mitra, Xiuyuan Wang, Andre Wibisono

Proceedings of the Thirty Eighth Annual Conference on Learning Theory, 2025

Fast Convergence of Φ-Divergence Along the Unadjusted Langevin Algorithm and Proximal Sampler.

Siddharth Mitra, Andre Wibisono

Proceedings of the International Conference on Algorithmic Learning Theory, 2025

2024

Convergence of the Min-Max Langevin Dynamics and Algorithm for Zero-Sum Games.

Yang Cai, Siddharth Mitra, Xiuyuan Wang, Andre Wibisono

CoRR, 2024

Fast Convergence of Ψ-Divergence Along the Unadjusted Langevin Algorithm and Proximal Sampler.

Siddharth Mitra, Andre Wibisono

CoRR, 2024

On Independent Samples Along the Langevin Diffusion and the Unadjusted Langevin Algorithm.

Jiaming Liang, Siddharth Mitra, Andre Wibisono

CoRR, 2024

2023

Langevin Thompson Sampling with Logarithmic Communication: Bandits and Reinforcement Learning.

Amin Karbasi, Nikki Lijing Kuang, Yi-An Ma, Siddharth Mitra

Proceedings of the International Conference on Machine Learning, 2023

2021

Submodular + Concave.

Siddharth Mitra, Moran Feldman, Amin Karbasi

Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

2020

On Adaptivity in Information-Constrained Online Learning.

Siddharth Mitra, Aditya Gopalan

Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

2011

Characterizing and modelling popularity of user-generated videos.

Youmna Borghol, Siddharth Mitra, Sebastien Ardon, Niklas Carlsson, Derek L. Eager, Anirban Mahanti

Perform. Evaluation, 2011

2009

Characterizing web-based video sharing workloads.

Siddharth Mitra, Mayank Agrawal, Amit Yadav, Niklas Carlsson, Derek L. Eager, Anirban Mahanti

Proceedings of the 18th International Conference on World Wide Web, 2009