2 citations · 4 across the 3 of their papers we have counts for
3 papers
cs.DS2020★ 1 cited
Online Coresets for Clustering with Bregman Divergences
Rachit Chhaya, Jayesh Choudhari, Anirban Dasgupta +1
We present algorithms that create coresets in an online setting for clustering problems according to a wide subset of Bregman divergences. Notably, our coresets have a small additi…
cs.LG2020★ 2 cited
Streaming Coresets for Symmetric Tensor Factorization
Rachit Chhaya, Jayesh Choudhari, Anirban Dasgupta +1
Factorizing tensors has recently become an important optimization module in a number of machine learning pipelines, especially in latent variable models. We show how to do this eff…
cs.LG2020★ 1 cited
On Coresets For Regularized Regression
Rachit Chhaya, Anirban Dasgupta, Supratim Shit
We study the effect of norm based regularization on the size of coresets for regression problems. Specifically, given a matrix with $n\g…