Soham Jana

According to our database, Soham Jana authored at least 11 papers between 2019 and 2026.

Collaborative distances:

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

2026

Adversarially Robust Clustering With Optimality Guarantees.

Soham Jana, Kun Yang, Sanjeev Kulkarni

IEEE Trans. Inf. Theory, January, 2026

2025

A Provable Initialization and Robust Clustering Method for General Mixture Models.

Soham Jana, Jianqing Fan, Sanjeev R. Kulkarni

IEEE Trans. Inf. Theory, September, 2025

The fundamental limits of minimax risk for high-dimensional speckle noise model.

Hao Xing, Soham Jana, Arian Maleki

CoRR, August, 2025

Factor Informed Double Deep Learning For Average Treatment Effect Estimation.

Jianqing Fan, Soham Jana, Sanjeev R. Kulkarni, Qishuo Yin

CoRR, August, 2025

Multilook Coherent Imaging: Theoretical Guarantees and Algorithms.

Xi Chen, Soham Jana, Christopher A. Metzler, Arian Maleki, Shirin Jalali

CoRR, May, 2025

2023

Support recovery with Projected Stochastic Gates: Theory and application for linear models.

Soham Jana, Henry Li, Yutaro Yamada, Ofir Lindenbaum

Signal Process., December, 2023

Empirical Bayes via ERM and Rademacher complexities: the Poisson model.

Soham Jana, Yury Polyanskiy, Anzo Z. Teh, Yihong Wu

Proceedings of the Thirty Sixth Annual Conference on Learning Theory, 2023

2021

Support Recovery with Stochastic Gates: Theory and Application for Linear Models.

Soham Jana, Henry Li, Yutaro Yamada, Ofir Lindenbaum

CoRR, 2021

Optimal prediction of Markov chains with and without spectral gap.

Yanjun Han, Soham Jana, Yihong Wu

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

2020

Extrapolating the profile of a finite population.

Soham Jana, Yury Polyanskiy, Yihong Wu

Proceedings of the Conference on Learning Theory, 2020

2019

A Characterization of All Single-Integral, Non-Kernel Divergence Estimators.

Soham Jana, Ayanendranath Basu

IEEE Trans. Inf. Theory, 2019