Sai Praneeth Karimireddy

Geciteerd door

	Alles	Sinds 2019
Citaties	6321	6277
h-index	24	22
i10-index	28	27

2100

1050

525

1575

20192020202120222023202453 285 719 1244 2049 1923

Openbare toegang

Alles bekijken

10 artikelen

0 artikelen

beschikbaar

niet beschikbaar

Op basis van financieringsmachtigingen

Medeauteurs

Martin JaggiEPFLGeverifieerd e-mailadres voor epfl.ch
Sebastian Urban StichCISPA Helmholtz CenterGeverifieerd e-mailadres voor cispa.de
Sashank J. ReddiResearch Scientist, Google ResearchGeverifieerd e-mailadres voor cs.cmu.edu
Mehryar MohriHead, Learning Theory Team, Google Research; Professor, Courant Institute of Mathematical Sciences.Geverifieerd e-mailadres voor google.com
Satyen KaleResearch Scientist, AppleGeverifieerd e-mailadres voor satyenkale.com
Ananda Theertha SureshGoogle Research, New YorkGeverifieerd e-mailadres voor google.com
Lie HePhD student in CS, EPFLGeverifieerd e-mailadres voor epfl.ch
Michael I. JordanProfessor of Electrical Engineering and Computer Sciences and Professor of Statistics, UC BerkeleyGeverifieerd e-mailadres voor cs.berkeley.edu
Thijs VogelsMicrosoft Research AI for ScienceGeverifieerd e-mailadres voor microsoft.com
Quentin RebjockEPFLGeverifieerd e-mailadres voor epfl.ch
Suvrit SraTUM and MITGeverifieerd e-mailadres voor mit.edu
Andreas VeitResearch Scientist, GoogleGeverifieerd e-mailadres voor cs.cornell.edu
Jingzhao ZhangIIIS, Tsinghua UniversityGeverifieerd e-mailadres voor mit.edu
Sanjiv KumarGoogle Fellow, VP, Google ResearchGeverifieerd e-mailadres voor google.com
Seungyeon KimGoogle ResearchGeverifieerd e-mailadres voor google.com
Felix GrimbergPhD student, EPFLGeverifieerd e-mailadres voor epfl.ch
Anastasia KoloskovaPostdoc, Stanford UniversityGeverifieerd e-mailadres voor stanford.edu
Tao LINWestlake UniversityGeverifieerd e-mailadres voor westlake.edu.cn
Mary-Anne HartleyYale and EPFLGeverifieerd e-mailadres voor yale.edu
Yaodong YuUniversity of California, BerkeleyGeverifieerd e-mailadres voor berkeley.edu

Volgen

Sai Praneeth Karimireddy

Andere namenSai Praneeth Reddy Karimireddy, Sai Praneeth Reddy

USC | UC Berkeley | EPFL

Geverifieerd e-mailadres voor usc.edu - Homepage

Machine Learning Optimization Privacy Federated learning Data economy


Titel Sorteren op citaties Sorteren op jaar Sorteren op titel	Geciteerd door Geciteerd door	Jaar
SCAFFOLD: Stochastic Controlled Averaging for Federated Learning SP Karimireddy, S Kale, M Mohri, SJ Reddi, SU Stich, AT Suresh ICML 2020 - International Conference on Machine Learning, 2019	2984	2019
Error Feedback Fixes SignSGD and other Gradient Compression Schemes SP Karimireddy, Q Rebjock, SU Stich, M Jaggi ICML 2019 - International Conference on Machine Learning, 2019	539	2019
A Field Guide to Federated Optimization J Wang, Z Charles, Z Xu, G Joshi, HB McMahan, M Al-Shedivat, ... arXiv preprint arXiv:2107.06917, 2021	364	2021
PowerSGD: Practical Low-Rank Gradient Compression for Distributed Optimization T Vogels, SP Karimireddy, M Jaggi NeurIPS 2019 - Conference on Neural Information Processing Systems, 2019	324	2019
Why are adaptive methods good for attention models? J Zhang, SP Karimireddy, A Veit, S Kim, SJ Reddi, S Kumar, S Sra NeurIPS 2020 - Conference on Neural Information Processing Systems, 2019	309*	2019
Mime: Mimicking Centralized Stochastic Algorithms in Federated Learning SP Karimireddy, M Jaggi, S Kale, M Mohri, SJ Reddi, SU Stich, AT Suresh NeurIPS 2021 - Conference on Neural Information Processing Systems, 2020	283*	2020
The Error-Feedback Framework: Better Rates for SGD with Delayed Gradients and Compressed Communication SU Stich, SP Karimireddy JMLR 2020 - Journal of Machine Learning Research, 2019	279*	2019
Learning from History for Byzantine Robust Optimization SP Karimireddy, L He, M Jaggi ICML 2021 - International Conference on Machine Learning, 2020	183	2020
Byzantine-Robust Learning on Heterogeneous Datasets via Bucketing SP Karimireddy, L He, M Jaggi ICLR 2022 - International Conference on Learning Representations, 2021	163*	2021
FLamby: Datasets and Benchmarks for Cross-Silo Federated Learning in Realistic Healthcare Settings JO Terrail, SS Ayed, E Cyffers, F Grimberg, C He, R Loeb, P Mangold, ... NeurIPS 2022 - Conference on Neural Information Processing Systems, 2022	101*	2022
Quasi-Global Momentum: Accelerating Decentralized Deep Learning on Heterogeneous Data T Lin, SP Karimireddy, SU Stich, M Jaggi ICML 2021 - International Conference on Machine Learning, 2021	97	2021
Secure Byzantine-Robust Machine Learning L He, SP Karimireddy, M Jaggi NeurIPS workshop on Federated Learning (FL-NeurIPS), 2020	70	2020
Agree to Disagree: Diversity through Disagreement for Better Transferability M Pagliardini, M Jaggi, F Fleuret, SP Karimireddy ICLR 2023 - International Conference on Learning Representations, 2022	67	2022
RelaySum for Decentralized Deep Learning on Heterogeneous Data T Vogels, L He, A Koloskova, T Lin, SP Karimireddy, SU Stich, M Jaggi NeurIPS 2021 - Conference on Neural Information Processing Systems, 2021	63	2021
Towards Model Agnostic Federated Learning Using Knowledge Distillation A Afonin, SP Karimireddy ICLR 2022 - International Conference on Learning Representations, 2021	52	2021
PowerGossip: Practical Low-Rank Communication Compression in Decentralized Deep Learning T Vogels, SP Karimireddy, M Jaggi NeurIPS 2020 - Conference on Neural Information Processing Systems, 2020	51*	2020
Byzantine-Robust Decentralized Learning via Self-Centered Clipping L He, SP Karimireddy, M Jaggi ICML Workshop on Federated learning (FL-ICML), 2022	46*	2022
Accelerating Gradient Boosting Machine H Lu, SP Karimireddy, N Ponomareva, V Mirrokni AISTATS 2020 - International Conference on Artificial Intelligence and …, 2019	46	2019
Global linear convergence of Newton's method without strong-convexity or Lipschitz gradients SP Karimireddy, SU Stich, M Jaggi NeurIPS 2019 Workshop 'Beyond First Order Methods in ML', 2018	45	2018
Mechanisms that Incentivize Data Sharing in Federated Learning SP Karimireddy, W Guo, MI Jordan Workshop on Federated Learning: Recent Advances and New Challenges (in …, 2022	44	2022

Het systeem kan de bewerking nu niet uitvoeren. Probeer het later opnieuw.

Artikelen 1–20

Citaties per jaar

Dubbele citaties

Samengevoegde citaties

Medeauteurs toevoegenMedeauteurs

Volgen

Geciteerd door

Medeauteurs