Aniket Das

activity

20192026

most citedTorchGAN: A Flexible Framework for GAN Training and Evaluation

16 citations · 16 across the 9 of their papers we have counts for

collaborators

Showing 2023Show all

2 papers · 1 filter

stat.ML2023

Near Optimal Heteroscedastic Regression with Symbiotic Learning

Dheeraj Baby, Aniket Das, Dheeraj Nagaraj +1

We consider the problem of heteroscedastic linear regression, where, given $n$ samples $(x_{i}, y_{i})$ from $y_i = \langle \mathbf{w}^{*}, \mathbf{x}_i \rangle + ε_i \cdot \l…

stat.ML2023

Provably Fast Finite Particle Variants of SVGD via Virtual Particle Stochastic Approximation

Aniket Das, Dheeraj Nagaraj

Stein Variational Gradient Descent (SVGD) is a popular variational inference algorithm which simulates an interacting particle system to approximately sample from a target distribu…