S. Mukherjee

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20182021

most citedVariational Inference in high-dimensional linear regression

9 citations · 20 across the 7 of their papers we have counts for

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2 papers · 1 filter

math.PR2020★ 1 cited

Detecting Structured Signals in Ising Models

Nabarun Deb, Rajarshi Mukherjee, Sumit Mukherjee +1

In this paper, we study the effect of dependence on detecting a class of signals in Ising models, where the signals are present in a structured way. Examples include Ising Models o…

math.PR2019

Asymptotic Distribution of Bernoulli Quadratic Forms

Bhaswar B. Bhattacharya, Somabha Mukherjee, Sumit Mukherjee

Consider the random quadratic form $T_{n} = \sum_{1 \leq u < v \leq n} a_{uv} X_{u} X_{v}$ , where $((a_{uv}))_{1 \leq u, v \leq n}$ is a ${0, 1}$ -valued symmetric matrix with zeros on th…