Sujayam Saha

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20132019

most citedTwo-component Mixture Model in the Presence of Covariates

1 citations · 1 across the 2 of their papers we have counts for

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math.ST2017

On the nonparametric maximum likelihood estimator for Gaussian location mixture densities with application to Gaussian denoising

Sujayam Saha, Adityanand Guntuboyina

We study the Nonparametric Maximum Likelihood Estimator (NPMLE) for estimating Gaussian location mixture densities in $d$ -dimensions from independent observations. Unlike usual lik…

math.ST2013

Sharp Inequalities for $f$ -divergences

Adityanand Guntuboyina, Sujayam Saha, Geoffrey Schiebinger

$f$ -divergences are a general class of divergences between probability measures which include as special cases many commonly used divergences in probability, mathematical statistic…

On the nonparametric maximum likelihood estimator for Gaussian location mixture densities with application to Gaussian denoising

Sharp Inequalities for f-divergences

Sharp Inequalities for $f$ -divergences