Jana, Soham

1. Optimal prediction of Markov chains with and without spectral gap
   2021/06/26 by Han, Yanjun, Jana, Soham, Wu, Yihong · 2 citations
   #FOS: Mathematics #Statistics Theory (math.ST)
2. Empirical Bayes via ERM and Rademacher complexities: the Poisson model
   2023/07/05 by Soham Jana, Yury Polyanskiy, Jana, Soham +5 · 2 citations
   Computer Science · Mathematics · #Bayesian Modeling and Causal Inference #FOS: Mathematics #Statistical Methods and Bayesian Inference #Statistical Methods and Inference #Statistics Theory (math.ST)
3. Optimal empirical Bayes estimation for the Poisson model via minimum-distance methods
   2022/09/03 by Soham Jana, Yury Polyanskiy, Jana, Soham +3 · 1 citation
   Mathematics · Computer Science · #Statistical Methods and Bayesian Inference #Statistical Methods and Inference #Bayesian Methods and Mixture Models
4. Support Recovery with Stochastic Gates: Theory and Application for Linear Models
   2021/10/29 by Jana, Soham, Li, Henry, Yamada, Yutaro +1 · 1 citation
   #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Statistics Theory (math.ST)