Search Results for author: Vijaykrishna Gurunathan

Found 1 papers, 0 papers with code

New Bounds For Distributed Mean Estimation and Variance Reduction

no code implementations ICLR 2021 Peter Davies, Vijaykrishna Gurunathan, Niusha Moshrefi, Saleh Ashkboos, Dan Alistarh

We provide a method of quantization which allows distributed mean estimation to be performed with solution quality dependent only on the distance between inputs, not on input norm, and show an analogous result for distributed variance reduction.

Distributed Optimization Quantization

Cannot find the paper you are looking for? You can Submit a new open access paper.