<H1> Jakub Konečný </H1> |
<H2> Research Scientist, Google </H2> |
<H2> Social Profiles </H2> |
<H4> FL NeurIPS workshop Dec 1, 2019 </H4> |
<H4> SysML Conference Mar 31, 2019 </H4> |
<H4> Federated Learning updates Mar 6, 2019 </H4> |
<H4> UW visit Jan 30, 2018 </H4> |
<H4> NIPS 2017 Dec 3, 2017 </H4> |
<H4> Google Jul 6, 2017 </H4> |
<H4> PhD complete Jul 6, 2017 </H4> |
<H4> Late NIPS update Dec 17, 2016 </H4> |
<H4> New paper out Nov 25, 2016 </H4> |
<H4> Federated Learning Oct 19, 2016 </H4> |
<H4> Learning, Privacy, Mobile Data Sep 13, 2016 </H4> |
<H4> IMA Birmingham Sep 7, 2016 </H4> |
<H4> New paper out [AIDE] Aug 29, 2016 </H4> |
<H4> PhD Fellowship Summit Aug 23, 2016 </H4> |
<H4> Google Summer Internship May 16, 2016 </H4> |
<H4> Future of Humanity Institute Mar 14, 2016 </H4> |
<H4> Optimization Without Borders Feb 7, 2016 </H4> |
<H4> Late updates Jan 11, 2016 </H4> |
<H4> Federated Optimization Nov 14, 2015 </H4> |
<H4> Practical SVRG Nov 10, 2015 </H4> |
<H4> INFORMS Annual Meeting Nov 1, 2015 </H4> |
<H4> Alma Mater Oct 21, 2015 </H4> |
<H4> ISMP 2015 Jul 17, 2015 </H4> |
<H4> Google Summer Internship May 26, 2015 </H4> |
<H4> Optimization & Big Data 2015 May 6, 2015 </H4> |
<H4> Full paper - mS2GD Apr 20, 2015 </H4> |
<H4> Edinburgh SIAM Student Chapter Conference Apr 13, 2015 </H4> |
<H4> SUTD Singapore Feb 27, 2015 </H4> |
<H4> MLSS 2015 Sydney Feb 16, 2015 </H4> |
<H4> BASP Jan 26, 2015 </H4> |
<H4> Late updates Jan 7, 2015 </H4> |
<H4> NIPS 2014 Dec 8, 2014 </H4> |
<H4> Research visit Lehigh University Nov 17, 2014 </H4> |
<H4> Research visit - ETH Zurich Nov 3, 2014 </H4> |
<H4> An interesting article Oct 23, 2014 </H4> |
<H4> Two short papers out Oct 19, 2014 </H4> |
<H4> New paper out Sep 30, 2014 </H4> |
<H4> MMEI 2014 (in a castle!) Sep 9, 2014 </H4> |
<H4> 4th IMA NLAO Sep 3, 2014 </H4> |
<H4> S2GD code available Jul 9, 2014 </H4> |
<H4> SIAM Annual Meeting Jul 8, 2014 </H4> |
<H4> Google PhD Fellowship Jun 18, 2014 </H4> |
<H4> London Optimization W. Jun 9, 2014 </H4> |
<H4> SIAM OP14 May 18, 2014 </H4> |
<H4> Funding awarded Apr 25, 2014 </H4> |
<H4> Logarithm anniversary Apr 2, 2014 </H4> |
<H4> SIAM Student Conference Mar 14, 2014 </H4> |
<H4> Meet me Jan 25, 2014 </H4> |
<H4> Welcome... Jan 23, 2014 </H4> |
<H4> Recent abstracts </H4> |
<H4> Education </H4> |
<H4> Achievements & Awards </H4> |
<H4> Download My Resume </H4> |
<H4> Fields of Academic Interest </H4> |
<H4> Programming Skills </H4> |
<H4> Art </H4> |
<H4> Publications </H4> |
<H4> Contact Info </H4> |
<H4> Keep In Touch </H4> |
<H4> Introduction </H4> |
<H4> Exclusive Grid System </H4> |
<H4> Creating new pages </H4> |
<H4> Changing the content </H4> |
<H4> Changing the style </H4> |
<H4> Typography </H4> |
<H4> Need Support </H4> |
<H5> PhD in Operations Research 2013 - 2017 </H5> |
<H5> Economic and Financial Mathematics 2010 - 2013 </H5> |
<H5> Google Europe Doctoral Fellowship 2014-2017 </H5> |
<H5> Best Contribution Award 2015 </H5> |
<H5> Principal’s Career Development Scholarship 2013 </H5> |
<H5> ChaLearn Gesture Challenge, 2nd place 2012 </H5> |
<H5> International Mathematical Olympiad 2010 </H5> |
<H5> Olympiad in Informatics, national round 2010 </H5> |
<H5> Middle European Mathematical Olympiad 2008 </H5> |
<H5> To be continued... soon </H5> |
<H5>
Towards Federated Learning at Scale: System Design
2019
</H5> |
<H5>
Expanding the Reach of Federated Learning by Reducing Client Resource Requirements
2018
</H5> |
<H5>
LEAF: A Benchmark for Federated Settings
2018
</H5> |
<H5>
Randomized Distributed Mean Estimation: Accuracy vs Communication
2018
</H5> |
<H5>
Privacy Preserving Randomized Gossip Algorithms
2017
</H5> |
<H5>
Federated Learning: Strategies for Improving Communication Efficiency
2016
</H5> |
<H5>
Federated Optimization: Distributed Machine Learning for On-Device Intelligence
2016
</H5> |
<H5>
AIDE: Fast and Communication Efficient Distributed Optimization
2016
</H5> |
<H5>
Distributed Optimization with Arbitrary Local Solvers
2015
</H5> |
<H5>
Federated Optimization: Distributed Optimization Beyond the Datacenter
2015
</H5> |
<H5>
Stop Wasting My Gradients: Practical SVRG
2015
</H5> |
<H5>
Mini-batch semi-stochastic gradient descent in the proximal setting
2016
</H5> |
<H5>
S2CD: Semi-Stochastic Coordinate Descent
2014
</H5> |
<H5>
Simple Complexity Analysis of Direct Search
2014
</H5> |
<H5>
Semi-Stochastic Gradient Descent Methods
2013
</H5> |
<H5>
One-Shot-Learning Gesture Recognition using HOG-HOF Features
2013
</H5> |
<H5> *By using this form, you risk that your message will not be delivered. Why not use normal e-mail instead? </H5> |
<H5> Is it easy to do? </H5> |
<H5> How to change the text of my site? </H5> |
<H5> How to change profile picture? </H5> |
<H5> How to do? </H5> |
<H5> Can I set up my colors in the theme? </H5> |
<H5> Still have questions? </H5> |
<H6>
Improving Federated Learning Personalization via Model Agnostic meta Learning
</H6> |
<H6>
Towards Federated Learning at Scale: System Design
</H6> |
<H6>
Expanding the Reach of Federated Learning by Reducing Client Resource Requirements
</H6> |
<H6> University of Edinburgh </H6> |
<H6> Comenius University in Bratislava </H6> |
<H6> Google </H6> |
<H6>
Biological and Astronomical Signal Processing workshop </H6> |
<H6> University of Edinburgh </H6> |
<H6> ChaLearn </H6> |
<H6> Honourable mention </H6> |
<H6> 11th place </H6> |
<H6> Honourable mention </H6> |
<H6> friends and Jakub Konečný </H6> |
<H6>
Keith Bonawitz, Hubert Eichner, Wolfgang Grieskamp, Dzmitry Huba, Alex Ingerman,
Vladimir Ivanov, Chloé Kiddon, Jakub Konečný, Stefano Mazzocchi, H. Brendan McMahan,
Timon Van Overveldt, David Petrou, Daniel Ramage, Jason Roselander </H6> |
<H6>
Sebastian Caldas, Jakub Konečný, H. Brendan McMahan, Ameet Talwalkar </H6> |
<H6>
Sebastian Caldas, Peter Wu, Tian Li, Jakub Konečný, H. Brendan McMahan, Virginia Smith, Ameet Talwalkar </H6> |
<H6>
Jakub Konečný, Peter Richtárik </H6> |
<H6>
Filip Hanzely, Jakub Konečný, Nicolas Loizou, Peter Richtárik, Dmitry Grishchenko </H6> |
<H6>
Jakub Konečný, H. Brendan McMahan, Felix X. Yu, Peter Richtárik, Ananda Theertha Suresh,
Dave Bacon </H6> |
<H6>
Jakub Konečný, H. Brendan McMahan, Daniel Ramage, Peter Richtárik </H6> |
<H6>
Sashank J. Reddi, Jakub Konečný, Peter Richtárik, Barnabás Póczós, Alex Smola </H6> |
<H6>
Chenxin Ma, Jakub Konečný, Martin Jaggi, Virginia Smith, Michael I Jordan,
Peter Richtárik, Martin Takáč </H6> |
<H6>
Jakub Konečný, H. Brendan McMahan, Daniel Ramage </H6> |
<H6>
Reza Harikandeh, Mohamed Osama Ahmed, Alim Virani, Mark Schmidt,
Jakub Konečný, Scott Sallinen </H6> |
<H6>
Jakub Konečný, Jie Liu, Peter Richtárik and Martin Takáč </H6> |
<H6>
Jakub Konečný, Zheng Qu and Peter Richtárik </H6> |
<H6>
Jakub Konečný and Peter Richtárik </H6> |
<H6>
Jakub Konečný and Peter Richtárik </H6> |
<H6>
Jakub Konečný and Michal Hagara </H6> |
Social
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