S. Mukherjee

activity

20182026

most citedVariational Inference in high-dimensional linear regression

9 citations · 21 across the 25 of their papers we have counts for

collaborators

Showing 2024Show all

2 papers · 1 filter

math.PR2024

Universality of Persistence of Random Polynomials

Promit Ghosal, Sumit Mukherjee

We investigate the probability that a random polynomial with independent, mean-zero and finite variance coefficients has no real zeros. Specifically, we consider a random polynomia…

cs.CV2024

Synthesizing Proton-Density Fat Fraction and $R_{2}^{*}$ from 2-point Dixon MRI with Generative Machine Learning

Suma Anand, Kaiwen Xu, Colm O'Dushlaine +1

Magnetic Resonance Imaging (MRI) is the gold standard for measuring fat and iron content non-invasively in the body via measures known as Proton Density Fat Fraction (PDFF) and $R_…

Universality of Persistence of Random Polynomials

Synthesizing Proton-Density Fat Fraction and R2∗​ from 2-point Dixon MRI with Generative Machine Learning

Synthesizing Proton-Density Fat Fraction and $R_{2}^{*}$ from 2-point Dixon MRI with Generative Machine Learning