no code implementations • 11 Dec 2020 • Rachit Chhaya, Jayesh Choudhari, Anirban Dasgupta, Supratim Shit
Our first algorithm gives online coresets of size $\tilde{O}(\mbox{poly}(k, d,\epsilon,\mu))$ for $k$-clusterings according to any $\mu$-similar Bregman divergence.
1 code implementation • ICML 2020 • Rachit Chhaya, Jayesh Choudhari, Anirban Dasgupta, Supratim Shit
Factorizing tensors has recently become an important optimization module in a number of machine learning pipelines, especially in latent variable models.
1 code implementation • SEMEVAL 2019 • Arik Pamnani, Rajat Goel, Jayesh Choudhari, Mayank Singh
Recent advancements in Internet and Mobile infrastructure have resulted in the development of faster and efficient platforms of communication.
no code implementations • 12 Sep 2018 • Srikanta Bedathur, Indrajit Bhattacharya, Jayesh Choudhari, Anirban Dasgupta
We show using experiments on real and semi-synthetic data that HMHP is able to generalize better and recover the network strengths, topics and diffusion paths more accurately than state-of-the-art baselines.