4 citations · 13 across the 9 of their papers we have counts for
3 papers · 1 filter
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…
Efficient Hierarchical Clustering for Classification and Anomaly Detection
Ishita Doshi, Sreekalyan Sajjalla, Jayesh Choudhari +2
We address the problem of large scale real-time classification of content posted on social networks, along with the need to rapidly identify novel spam types. Obtaining manual labe…
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…