Concepedia

Sai Praneeth Karimireddy

SP

Statistics

Publications

26

Citations

2.1K

H-Index

21

Active since

2018

Affiliations

École Polytechnique Fédérale de Lausanne(Current)

Google (United States)

Massachusetts Institute of Technology

University of California, Berkeley

Sai Praneeth Karimireddy is an author at École Polytechnique Fédérale de Lausanne specializing in computer science, machine learning, and computing.

Publications per year

2018–2022

26

Publications

26

SCAFFOLD: Stochastic Controlled Averaging for Federated Learning

Sai Praneeth Karimireddy · arXiv (Cornell University) · 2019 · 735 citations · Full text

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SCAFFOLD: Stochastic Controlled Averaging for On-Device Federated Learning.

Sai Praneeth Karimireddy, Satyen Kale, Mehryar Mohri et al. · 2019 · 215 citations

, , +17

A Field Guide to Federated Optimization

Jianyu Wang, Zachary Charles, Zheng Xu et al. · arXiv (Cornell University) · 2021 · 167 citations · Full text

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Error Feedback Fixes SignSGD and other Gradient Compression Schemes

Sai Praneeth Karimireddy, Quentin Rebjock, Sebastian U. Stich et al. · arXiv (Cornell University) · 2019 · 153 citations · Full text

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PowerSGD: Practical Low-Rank Gradient Compression for Distributed Optimization

Thijs Vogels, Sai Praneeth Karimireddy, Martin Jaggi · arXiv (Cornell University) · 2019 · 96 citations · Full text

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