Concepedia

Jakub Konečný

JK

Statistics

Publications

26

Citations

13.3K

H-Index

20

Active since

2014

Affiliations

University of Edinburgh(Current)

Google (United States)

Lehigh University

University of British Columbia

Jakub Konečný is an author at University of Edinburgh specializing in computer science, computing, and machine learning.

Publications per year

2014–2021

26

Publications

26

Advances and Open Problems in Federated Learning

Peter Kairouz, H. Brendan McMahan, Brendan Avent et al. · Foundations and Trends® in Machine Learning · 2020 · 4.7K citations · Full text

Computing, Computer Science, Data Science +14

Federated Learning: Strategies for Improving Communication Efficiency

Jakub Konečný, H. Brendan McMahan, Felix X. Yu et al. · arXiv (Cornell University) · 2016 · 3K citations · Full text

Computing, Communication, Computer Science +13

Federated Optimization: Distributed Machine Learning for On-Device Intelligence

Jakub Konečný, H. Brendan McMahan, Daniel Ramage et al. · arXiv (Cornell University) · 2016 · 1.7K citations · Full text

Computing, Computer Science, Computer Systems +13

Towards Federated Learning at Scale: System Design

Keith Bonawitz, Hubert Eichner, Wolfgang Grieskamp et al. · arXiv (Cornell University) · 2019 · 958 citations · Full text

Computing, Computer Science, Artificial Intelligence +13

Federated Optimization:Distributed Optimization Beyond the Datacenter

Jakub Konečný, Daniel Ramage · arXiv (Cornell University) · 2015 · 580 citations · Full text

Computing, Computer Science, Computer Systems +14

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