Jakub Konečný

Google Inc. - California / United States

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AD Scientific Index ID: 4378791

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Jakub Konečný's MOST POPULAR ARTICLES

1-) Advances and open problems in federated learningP Kairouz, HB McMahan, B Avent, A Bellet, M Bennis, AN Bhagoji, ...Foundations and Trends® in Machine Learning 14, 1-210, 201944162019

2-) Federated learning: Strategies for improving communication efficiencyJ Konečný, HB McMahan, FX Yu, P Richtárik, AT Suresh, D BaconarXiv preprint arXiv:1610.05492, 201660502016

3-) Towards federated learning at scale: System designK Bonawitz, H Eichner, W Grieskamp, D Huba, A Ingerman, V Ivanov, ...Proceedings of the 2nd SysML Conference, 201917082019

4-) Federated optimization: Distributed machine learning for on-device intelligenceJ Konečný, HB McMahan, D Ramage, P RichtárikarXiv preprint arXiv:1610.02527, 201625192016

5-) Adaptive federated optimizationS Reddi, Z Charles, M Zaheer, Z Garrett, K Rush, J Konečný, S Kumar, ...International Conference on Learning Representations, 202016822020

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