no code implementations • 10 Oct 2022 • Nir Ailon, Supratim Shit
Recently, neural tangent kernel (NTK) has been used to explain the dynamics of learning parameters of neural networks, at the large width limit.
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, Anirban Dasgupta, Supratim Shit
We propose a modified version of the lasso problem and obtain for it a coreset of size smaller than the least square regression.
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.