Get our free extension to see links to code for papers anywhere online!

Chrome logo Add to Chrome

Firefox logo Add to Firefox

Picture for Rudrajit Das

Improved Convergence Rates for Non-Convex Federated Learning with Compression

Dec 12, 2020
Rudrajit Das, Abolfazl Hashemi, Sujay Sanghavi, Inderjit S. Dhillon

  Access Paper or Ask Questions

On the Benefits of Multiple Gossip Steps in Communication-Constrained Decentralized Optimization

Nov 20, 2020
Abolfazl Hashemi, Anish Acharya, Rudrajit Das, Haris Vikalo, Sujay Sanghavi, Inderjit Dhillon

  Access Paper or Ask Questions

On the Separability of Classes with the Cross-Entropy Loss Function

Sep 16, 2019
Rudrajit Das, Subhasis Chaudhuri

  Access Paper or Ask Questions

Sparse Kernel PCA for Outlier Detection

Sep 13, 2018
Rudrajit Das, Aditya Golatkar, Suyash P. Awate

* Accepted at IEEE ICMLA 2018 for Oral Presentation 

  Access Paper or Ask Questions