Soham Jana

Publication Activity (10 Years)

Years Active: 2019-2023
Publications (10 Years): 9

Top Topics

Markov Processes

Empirical Bayes

Population Dynamics

Monte Carlo Method

Top Venues

IEEE Trans. Inf. Theory

Signal Process.

Publications

Soham Jana, Kun Yang, Sanjeev R. Kulkarni
Adversarially robust clustering with optimality guarantees. CoRR (2023)
Soham Jana, Henry Li, Yutaro Yamada, Ofir Lindenbaum
Support recovery with Projected Stochastic Gates: Theory and application for linear models. Signal Process. 213 (2023)
Soham Jana, Yury Polyanskiy, Anzo Z. Teh, Yihong Wu
Empirical Bayes via ERM and Rademacher complexities: the Poisson model. COLT (2023)
Yanjun Han, Soham Jana, Yihong Wu
Optimal Prediction of Markov Chains With and Without Spectral Gap. IEEE Trans. Inf. Theory 69 (6) (2023)
Soham Jana, Henry Li, Yutaro Yamada, Ofir Lindenbaum
Support Recovery with Stochastic Gates: Theory and Application for Linear Models. CoRR (2021)
Yanjun Han, Soham Jana, Yihong Wu
Optimal prediction of Markov chains with and without spectral gap. NeurIPS (2021)
Soham Jana, Yury Polyanskiy, Yihong Wu
Extrapolating the profile of a finite population. COLT (2020)
Soham Jana, Yury Polyanskiy, Yihong Wu
Extrapolating the profile of a finite population. CoRR (2020)
Soham Jana, Ayanendranath Basu
A Characterization of All Single-Integral, Non-Kernel Divergence Estimators. IEEE Trans. Inf. Theory 65 (12) (2019)