2 citations · 4 across the 5 of their papers we have counts for
Showing cs.LGShow all
3 papers · 1 filter
cs.LG2023
Simple Weak Coresets for Non-Decomposable Classification Measures
Jayesh Malaviya, Anirban Dasgupta, Rachit Chhaya
While coresets have been growing in terms of their application, barring few exceptions, they have mostly been limited to unsupervised settings. We consider supervised classificatio…
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…