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Improved Convergence Rates for Non-Convex Federated Learning with Compression


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


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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


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


Sep 16, 2019
Rudrajit Das, Subhasis Chaudhuri


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Sparse Kernel PCA for Outlier Detection


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

* Accepted at IEEE ICMLA 2018 for Oral Presentation 

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