Srinadh Bhojanapalli

activity

20132026

most citedExploring Generalization in Deep Learning

296 citations · 1.7k across the 43 of their papers we have counts for

collaborators

Showing 2015Show all

2 papers · 1 filter

stat.ML2015★ 47 cited

Dropping Convexity for Faster Semi-definite Optimization

Srinadh Bhojanapalli, Anastasios Kyrillidis, Sujay Sanghavi

We study the minimization of a convex function $f (X)$ over the set of $n \times n$ positive semi-definite matrices, but when the problem is recast as $min_{U} g (U) := f (U U^{⊤})$ , wi…

stat.ML2015★ 28 cited

A New Sampling Technique for Tensors

Srinadh Bhojanapalli, Sujay Sanghavi

In this paper we propose new techniques to sample arbitrary third-order tensors, with an objective of speeding up tensor algorithms that have recently gained popularity in machine…