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Soham Jana
ORCID
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
CoRR
IEEE Trans. Inf. Theory
COLT
Signal Process.
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Publications
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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)