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ORCIDBibTeX records: Jakub Konecný
@inproceedings{DBLP:conf/iclr/MitchellBCK23,
author = {Nicole Mitchell and
Johannes Ball{\'{e}} and
Zachary Charles and
Jakub Kone{\v{c}}n{\'y}},
editor = {Krystal Maughan and
Rosanne Liu and
Thomas F. Burns},
title = {A Rate-Distortion View on Model Updates},
booktitle = {The First Tiny Papers Track at {ICLR} 2023, Tiny Papers @ {ICLR} 2023,
Kigali, Rwanda, May 5, 2023},
publisher = {OpenReview.net},
year = {2023},
url = {https://openreview.net/pdf?id=6ry6ibTKOx},
timestamp = {Wed, 19 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iclr/MitchellBCK23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/Zhu0CKHG22,
author = {Chen Zhu and
Zheng Xu and
Mingqing Chen and
Jakub Kone{\v{c}}n{\'y} and
Andrew Hard and
Tom Goldstein},
title = {Diurnal or Nocturnal? Federated Learning of Multi-branch Networks
from Periodically Shifting Distributions},
booktitle = {The Tenth International Conference on Learning Representations, {ICLR}
2022, Virtual Event, April 25-29, 2022},
publisher = {OpenReview.net},
year = {2022},
url = {https://openreview.net/forum?id=E4EE\_ohFGz},
timestamp = {Wed, 16 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iclr/Zhu0CKHG22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2201-02664,
author = {Nicole Mitchell and
Johannes Ball{\'{e}} and
Zachary Charles and
Jakub Kone{\v{c}}n{\'y}},
title = {Optimizing the Communication-Accuracy Trade-off in Federated Learning
with Rate-Distortion Theory},
journal = {CoRR},
volume = {abs/2201.02664},
year = {2022},
url = {https://arxiv.org/abs/2201.02664},
eprinttype = {arXiv},
eprint = {2201.02664},
timestamp = {Thu, 20 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2201-02664.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ftml/KairouzMABBBBCC21,
author = {Peter Kairouz and
H. Brendan McMahan and
Brendan Avent and
Aur{\'{e}}lien Bellet and
Mehdi Bennis and
Arjun Nitin Bhagoji and
Kallista A. Bonawitz and
Zachary Charles and
Graham Cormode and
Rachel Cummings and
Rafael G. L. D'Oliveira and
Hubert Eichner and
Salim El Rouayheb and
David Evans and
Josh Gardner and
Zachary Garrett and
Adri{\`{a}} Gasc{\'{o}}n and
Badih Ghazi and
Phillip B. Gibbons and
Marco Gruteser and
Za{\"{\i}}d Harchaoui and
Chaoyang He and
Lie He and
Zhouyuan Huo and
Ben Hutchinson and
Justin Hsu and
Martin Jaggi and
Tara Javidi and
Gauri Joshi and
Mikhail Khodak and
Jakub Kone{\v{c}}n{\'y} and
Aleksandra Korolova and
Farinaz Koushanfar and
Sanmi Koyejo and
Tancr{\`{e}}de Lepoint and
Yang Liu and
Prateek Mittal and
Mehryar Mohri and
Richard Nock and
Ayfer {\"{O}}zg{\"{u}}r and
Rasmus Pagh and
Hang Qi and
Daniel Ramage and
Ramesh Raskar and
Mariana Raykova and
Dawn Song and
Weikang Song and
Sebastian U. Stich and
Ziteng Sun and
Ananda Theertha Suresh and
Florian Tram{\`{e}}r and
Praneeth Vepakomma and
Jianyu Wang and
Li Xiong and
Zheng Xu and
Qiang Yang and
Felix X. Yu and
Han Yu and
Sen Zhao},
title = {Advances and Open Problems in Federated Learning},
journal = {Found. Trends Mach. Learn.},
volume = {14},
number = {1-2},
pages = {1--210},
year = {2021},
url = {https://doi.org/10.1561/2200000083},
doi = {10.1561/2200000083},
timestamp = {Sun, 12 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ftml/KairouzMABBBBCC21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/CharlesK21,
author = {Zachary Charles and
Jakub Kone{\v{c}}n{\'y}},
editor = {Arindam Banerjee and
Kenji Fukumizu},
title = {Convergence and Accuracy Trade-Offs in Federated Learning and Meta-Learning},
booktitle = {The 24th International Conference on Artificial Intelligence and Statistics,
{AISTATS} 2021, April 13-15, 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {130},
pages = {2575--2583},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v130/charles21a.html},
timestamp = {Wed, 14 Apr 2021 16:51:37 +0200},
biburl = {https://dblp.org/rec/conf/aistats/CharlesK21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/ReddiCZGRKKM21,
author = {Sashank J. Reddi and
Zachary Charles and
Manzil Zaheer and
Zachary Garrett and
Keith Rush and
Jakub Kone{\v{c}}n{\'y} and
Sanjiv Kumar and
Hugh Brendan McMahan},
title = {Adaptive Federated Optimization},
booktitle = {9th International Conference on Learning Representations, {ICLR} 2021,
Virtual Event, Austria, May 3-7, 2021},
publisher = {OpenReview.net},
year = {2021},
url = {https://openreview.net/forum?id=LkFG3lB13U5},
timestamp = {Wed, 23 Jun 2021 17:36:39 +0200},
biburl = {https://dblp.org/rec/conf/iclr/ReddiCZGRKKM21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2103-05032,
author = {Zachary Charles and
Jakub Kone{\v{c}}n{\'y}},
title = {Convergence and Accuracy Trade-Offs in Federated Learning and Meta-Learning},
journal = {CoRR},
volume = {abs/2103.05032},
year = {2021},
url = {https://arxiv.org/abs/2103.05032},
eprinttype = {arXiv},
eprint = {2103.05032},
timestamp = {Mon, 15 Mar 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2103-05032.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2107-06917,
author = {Jianyu Wang and
Zachary Charles and
Zheng Xu and
Gauri Joshi and
H. Brendan McMahan and
Blaise Ag{\"{u}}era y Arcas and
Maruan Al{-}Shedivat and
Galen Andrew and
Salman Avestimehr and
Katharine Daly and
Deepesh Data and
Suhas N. Diggavi and
Hubert Eichner and
Advait Gadhikar and
Zachary Garrett and
Antonious M. Girgis and
Filip Hanzely and
Andrew Hard and
Chaoyang He and
Samuel Horv{\'{a}}th and
Zhouyuan Huo and
Alex Ingerman and
Martin Jaggi and
Tara Javidi and
Peter Kairouz and
Satyen Kale and
Sai Praneeth Karimireddy and
Jakub Kone{\v{c}}n{\'y} and
Sanmi Koyejo and
Tian Li and
Luyang Liu and
Mehryar Mohri and
Hang Qi and
Sashank J. Reddi and
Peter Richt{\'{a}}rik and
Karan Singhal and
Virginia Smith and
Mahdi Soltanolkotabi and
Weikang Song and
Ananda Theertha Suresh and
Sebastian U. Stich and
Ameet Talwalkar and
Hongyi Wang and
Blake E. Woodworth and
Shanshan Wu and
Felix X. Yu and
Honglin Yuan and
Manzil Zaheer and
Mi Zhang and
Tong Zhang and
Chunxiang Zheng and
Chen Zhu and
Wennan Zhu},
title = {A Field Guide to Federated Optimization},
journal = {CoRR},
volume = {abs/2107.06917},
year = {2021},
url = {https://arxiv.org/abs/2107.06917},
eprinttype = {arXiv},
eprint = {2107.06917},
timestamp = {Wed, 06 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2107-06917.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2003-00295,
author = {Sashank J. Reddi and
Zachary Charles and
Manzil Zaheer and
Zachary Garrett and
Keith Rush and
Jakub Kone{\v{c}}n{\'y} and
Sanjiv Kumar and
H. Brendan McMahan},
title = {Adaptive Federated Optimization},
journal = {CoRR},
volume = {abs/2003.00295},
year = {2020},
url = {https://arxiv.org/abs/2003.00295},
eprinttype = {arXiv},
eprint = {2003.00295},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2003-00295.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2007-00878,
author = {Zachary Charles and
Jakub Kone{\v{c}}n{\'y}},
title = {On the Outsized Importance of Learning Rates in Local Update Methods},
journal = {CoRR},
volume = {abs/2007.00878},
year = {2020},
url = {https://arxiv.org/abs/2007.00878},
eprinttype = {arXiv},
eprint = {2007.00878},
timestamp = {Mon, 06 Jul 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2007-00878.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acssc/BonawitzSKMG19,
author = {Kallista A. Bonawitz and
Fariborz Salehi and
Jakub Kone{\v{c}}n{\'y} and
Brendan McMahan and
Marco Gruteser},
editor = {Michael B. Matthews},
title = {Federated Learning with Autotuned Communication-Efficient Secure Aggregation},
booktitle = {53rd Asilomar Conference on Signals, Systems, and Computers, {ACSCC}
2019, Pacific Grove, CA, USA, November 3-6, 2019},
pages = {1222--1226},
publisher = {{IEEE}},
year = {2019},
url = {https://doi.org/10.1109/IEEECONF44664.2019.9049066},
doi = {10.1109/IEEECONF44664.2019.9049066},
timestamp = {Fri, 09 Jul 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acssc/BonawitzSKMG19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mlsys/BonawitzEGHIIKK19,
author = {Kallista A. Bonawitz and
Hubert Eichner and
Wolfgang Grieskamp and
Dzmitry Huba and
Alex Ingerman and
Vladimir Ivanov and
Chlo{\'{e}} Kiddon and
Jakub Kone{\v{c}}n{\'y} and
Stefano Mazzocchi and
Brendan McMahan and
Timon Van Overveldt and
David Petrou and
Daniel Ramage and
Jason Roselander},
editor = {Ameet Talwalkar and
Virginia Smith and
Matei Zaharia},
title = {Towards Federated Learning at Scale: System Design},
booktitle = {Proceedings of Machine Learning and Systems 2019, MLSys 2019, Stanford,
CA, USA, March 31 - April 2, 2019},
publisher = {mlsys.org},
year = {2019},
url = {https://proceedings.mlsys.org/book/271.pdf},
timestamp = {Fri, 09 Jul 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/mlsys/BonawitzEGHIIKK19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1901-09367,
author = {Filip Hanzely and
Jakub Kone{\v{c}}n{\'y} and
Nicolas Loizou and
Peter Richt{\'{a}}rik and
Dmitry Grishchenko},
title = {A Privacy Preserving Randomized Gossip Algorithm via Controlled Noise
Insertion},
journal = {CoRR},
volume = {abs/1901.09367},
year = {2019},
url = {http://arxiv.org/abs/1901.09367},
eprinttype = {arXiv},
eprint = {1901.09367},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1901-09367.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1902-01046,
author = {Kallista A. Bonawitz and
Hubert Eichner and
Wolfgang Grieskamp and
Dzmitry Huba and
Alex Ingerman and
Vladimir Ivanov and
Chlo{\'{e}} Kiddon and
Jakub Kone{\v{c}}n{\'y} and
Stefano Mazzocchi and
H. Brendan McMahan and
Timon Van Overveldt and
David Petrou and
Daniel Ramage and
Jason Roselander},
title = {Towards Federated Learning at Scale: System Design},
journal = {CoRR},
volume = {abs/1902.01046},
year = {2019},
url = {http://arxiv.org/abs/1902.01046},
eprinttype = {arXiv},
eprint = {1902.01046},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1902-01046.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1904-03257,
author = {Alexander Ratner and
Dan Alistarh and
Gustavo Alonso and
David G. Andersen and
Peter Bailis and
Sarah Bird and
Nicholas Carlini and
Bryan Catanzaro and
Eric S. Chung and
Bill Dally and
Jeff Dean and
Inderjit S. Dhillon and
Alexandros G. Dimakis and
Pradeep Dubey and
Charles Elkan and
Grigori Fursin and
Gregory R. Ganger and
Lise Getoor and
Phillip B. Gibbons and
Garth A. Gibson and
Joseph E. Gonzalez and
Justin Gottschlich and
Song Han and
Kim M. Hazelwood and
Furong Huang and
Martin Jaggi and
Kevin G. Jamieson and
Michael I. Jordan and
Gauri Joshi and
Rania Khalaf and
Jason Knight and
Jakub Kone{\v{c}}n{\'y} and
Tim Kraska and
Arun Kumar and
Anastasios Kyrillidis and
Jing Li and
Samuel Madden and
H. Brendan McMahan and
Erik Meijer and
Ioannis Mitliagkas and
Rajat Monga and
Derek Gordon Murray and
Dimitris S. Papailiopoulos and
Gennady Pekhimenko and
Theodoros Rekatsinas and
Afshin Rostamizadeh and
Christopher R{\'{e}} and
Christopher De Sa and
Hanie Sedghi and
Siddhartha Sen and
Virginia Smith and
Alex Smola and
Dawn Song and
Evan R. Sparks and
Ion Stoica and
Vivienne Sze and
Madeleine Udell and
Joaquin Vanschoren and
Shivaram Venkataraman and
Rashmi Vinayak and
Markus Weimer and
Andrew Gordon Wilson and
Eric P. Xing and
Matei Zaharia and
Ce Zhang and
Ameet Talwalkar},
title = {SysML: The New Frontier of Machine Learning Systems},
journal = {CoRR},
volume = {abs/1904.03257},
year = {2019},
url = {http://arxiv.org/abs/1904.03257},
eprinttype = {arXiv},
eprint = {1904.03257},
timestamp = {Fri, 11 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1904-03257.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1909-12488,
author = {Yihan Jiang and
Jakub Kone{\v{c}}n{\'y} and
Keith Rush and
Sreeram Kannan},
title = {Improving Federated Learning Personalization via Model Agnostic Meta
Learning},
journal = {CoRR},
volume = {abs/1909.12488},
year = {2019},
url = {http://arxiv.org/abs/1909.12488},
eprinttype = {arXiv},
eprint = {1909.12488},
timestamp = {Wed, 02 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1909-12488.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1912-00131,
author = {Kallista A. Bonawitz and
Fariborz Salehi and
Jakub Kone{\v{c}}n{\'y} and
Brendan McMahan and
Marco Gruteser},
title = {Federated Learning with Autotuned Communication-Efficient Secure Aggregation},
journal = {CoRR},
volume = {abs/1912.00131},
year = {2019},
url = {http://arxiv.org/abs/1912.00131},
eprinttype = {arXiv},
eprint = {1912.00131},
timestamp = {Fri, 09 Jul 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1912-00131.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1912-04977,
author = {Peter Kairouz and
H. Brendan McMahan and
Brendan Avent and
Aur{\'{e}}lien Bellet and
Mehdi Bennis and
Arjun Nitin Bhagoji and
Kallista A. Bonawitz and
Zachary Charles and
Graham Cormode and
Rachel Cummings and
Rafael G. L. D'Oliveira and
Salim El Rouayheb and
David Evans and
Josh Gardner and
Zachary Garrett and
Adri{\`{a}} Gasc{\'{o}}n and
Badih Ghazi and
Phillip B. Gibbons and
Marco Gruteser and
Za{\"{\i}}d Harchaoui and
Chaoyang He and
Lie He and
Zhouyuan Huo and
Ben Hutchinson and
Justin Hsu and
Martin Jaggi and
Tara Javidi and
Gauri Joshi and
Mikhail Khodak and
Jakub Kone{\v{c}}n{\'y} and
Aleksandra Korolova and
Farinaz Koushanfar and
Sanmi Koyejo and
Tancr{\`{e}}de Lepoint and
Yang Liu and
Prateek Mittal and
Mehryar Mohri and
Richard Nock and
Ayfer {\"{O}}zg{\"{u}}r and
Rasmus Pagh and
Mariana Raykova and
Hang Qi and
Daniel Ramage and
Ramesh Raskar and
Dawn Song and
Weikang Song and
Sebastian U. Stich and
Ziteng Sun and
Ananda Theertha Suresh and
Florian Tram{\`{e}}r and
Praneeth Vepakomma and
Jianyu Wang and
Li Xiong and
Zheng Xu and
Qiang Yang and
Felix X. Yu and
Han Yu and
Sen Zhao},
title = {Advances and Open Problems in Federated Learning},
journal = {CoRR},
volume = {abs/1912.04977},
year = {2019},
url = {http://arxiv.org/abs/1912.04977},
eprinttype = {arXiv},
eprint = {1912.04977},
timestamp = {Mon, 11 Jul 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1912-04977.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/fams/KonecnyR18,
author = {Jakub Kone{\v{c}}n{\'y} and
Peter Richt{\'{a}}rik},
title = {Randomized Distributed Mean Estimation: Accuracy vs. Communication},
journal = {Frontiers Appl. Math. Stat.},
volume = {4},
pages = {62},
year = {2018},
url = {https://doi.org/10.3389/fams.2018.00062},
doi = {10.3389/FAMS.2018.00062},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/fams/KonecnyR18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1812-01097,
author = {Sebastian Caldas and
Peter Wu and
Tian Li and
Jakub Kone{\v{c}}n{\'y} and
H. Brendan McMahan and
Virginia Smith and
Ameet Talwalkar},
title = {{LEAF:} {A} Benchmark for Federated Settings},
journal = {CoRR},
volume = {abs/1812.01097},
year = {2018},
url = {http://arxiv.org/abs/1812.01097},
eprinttype = {arXiv},
eprint = {1812.01097},
timestamp = {Wed, 23 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1812-01097.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1812-07210,
author = {Sebastian Caldas and
Jakub Kone{\v{c}}n{\'y} and
H. Brendan McMahan and
Ameet Talwalkar},
title = {Expanding the Reach of Federated Learning by Reducing Client Resource
Requirements},
journal = {CoRR},
volume = {abs/1812.07210},
year = {2018},
url = {http://arxiv.org/abs/1812.07210},
eprinttype = {arXiv},
eprint = {1812.07210},
timestamp = {Tue, 01 Jan 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1812-07210.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/fams/KonecnyR17,
author = {Jakub Kone{\v{c}}n{\'y} and
Peter Richt{\'{a}}rik},
title = {Semi-Stochastic Gradient Descent Methods},
journal = {Frontiers Appl. Math. Stat.},
volume = {3},
pages = {9},
year = {2017},
url = {https://doi.org/10.3389/fams.2017.00009},
doi = {10.3389/FAMS.2017.00009},
timestamp = {Wed, 08 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/fams/KonecnyR17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/oms/MaKJSJRT17,
author = {Chenxin Ma and
Jakub Kone{\v{c}}n{\'y} and
Martin Jaggi and
Virginia Smith and
Michael I. Jordan and
Peter Richt{\'{a}}rik and
Martin Tak{\'{a}}c},
title = {Distributed optimization with arbitrary local solvers},
journal = {Optim. Methods Softw.},
volume = {32},
number = {4},
pages = {813--848},
year = {2017},
url = {https://doi.org/10.1080/10556788.2016.1278445},
doi = {10.1080/10556788.2016.1278445},
timestamp = {Wed, 11 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/oms/MaKJSJRT17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/oms/KonecnyQR17,
author = {Jakub Kone{\v{c}}n{\'y} and
Zheng Qu and
Peter Richt{\'{a}}rik},
title = {Semi-stochastic coordinate descent},
journal = {Optim. Methods Softw.},
volume = {32},
number = {5},
pages = {993--1005},
year = {2017},
url = {https://doi.org/10.1080/10556788.2017.1298596},
doi = {10.1080/10556788.2017.1298596},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/oms/KonecnyQR17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icumt/MalinaKDH17,
author = {Lukas Malina and
Jakub Kone{\v{c}}n{\'y} and
Petr Dzurenda and
Jan Hajny},
title = {On practical deployment of smart card based authenticated key agreement
schemes},
booktitle = {9th International Congress on Ultra Modern Telecommunications and
Control Systems and Workshops, {ICUMT} 2017, Munich, Germany, November
6-8, 2017},
pages = {277--282},
publisher = {{IEEE}},
year = {2017},
url = {https://doi.org/10.1109/ICUMT.2017.8255146},
doi = {10.1109/ICUMT.2017.8255146},
timestamp = {Sat, 09 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icumt/MalinaKDH17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:books/sp/17/KonecnyH17,
author = {Jakub Kone{\v{c}}n{\'y} and
Michal Hagara},
editor = {Sergio Escalera and
Isabelle Guyon and
Vassilis Athitsos},
title = {One-Shot-Learning Gesture Recognition Using {HOG-HOF} Features},
booktitle = {Gesture Recognition},
pages = {365--385},
publisher = {Springer},
year = {2017},
url = {https://doi.org/10.1007/978-3-319-57021-1\_12},
doi = {10.1007/978-3-319-57021-1\_12},
timestamp = {Wed, 14 Nov 2018 10:12:22 +0100},
biburl = {https://dblp.org/rec/books/sp/17/KonecnyH17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/Konecny17,
author = {Jakub Kone{\v{c}}n{\'y}},
title = {Stochastic, Distributed and Federated Optimization for Machine Learning},
journal = {CoRR},
volume = {abs/1707.01155},
year = {2017},
url = {http://arxiv.org/abs/1707.01155},
eprinttype = {arXiv},
eprint = {1707.01155},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/Konecny17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jstsp/KonecnyLRT16,
author = {Jakub Kone{\v{c}}n{\'y} and
Jie Liu and
Peter Richt{\'{a}}rik and
Martin Tak{\'{a}}c},
title = {Mini-Batch Semi-Stochastic Gradient Descent in the Proximal Setting},
journal = {{IEEE} J. Sel. Top. Signal Process.},
volume = {10},
number = {2},
pages = {242--255},
year = {2016},
url = {https://doi.org/10.1109/JSTSP.2015.2505682},
doi = {10.1109/JSTSP.2015.2505682},
timestamp = {Wed, 11 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/jstsp/KonecnyLRT16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/ReddiKRPS16,
author = {Sashank J. Reddi and
Jakub Kone{\v{c}}n{\'y} and
Peter Richt{\'{a}}rik and
Barnab{\'{a}}s P{\'{o}}czos and
Alexander J. Smola},
title = {{AIDE:} Fast and Communication Efficient Distributed Optimization},
journal = {CoRR},
volume = {abs/1608.06879},
year = {2016},
url = {http://arxiv.org/abs/1608.06879},
eprinttype = {arXiv},
eprint = {1608.06879},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/ReddiKRPS16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/KonecnyMRR16,
author = {Jakub Kone{\v{c}}n{\'y} and
H. Brendan McMahan and
Daniel Ramage and
Peter Richt{\'{a}}rik},
title = {Federated Optimization: Distributed Machine Learning for On-Device
Intelligence},
journal = {CoRR},
volume = {abs/1610.02527},
year = {2016},
url = {http://arxiv.org/abs/1610.02527},
eprinttype = {arXiv},
eprint = {1610.02527},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/KonecnyMRR16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/KonecnyMYRSB16,
author = {Jakub Kone{\v{c}}n{\'y} and
H. Brendan McMahan and
Felix X. Yu and
Peter Richt{\'{a}}rik and
Ananda Theertha Suresh and
Dave Bacon},
title = {Federated Learning: Strategies for Improving Communication Efficiency},
journal = {CoRR},
volume = {abs/1610.05492},
year = {2016},
url = {http://arxiv.org/abs/1610.05492},
eprinttype = {arXiv},
eprint = {1610.05492},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/KonecnyMYRSB16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/KonecnyR16,
author = {Jakub Kone{\v{c}}n{\'y} and
Peter Richt{\'{a}}rik},
title = {Randomized Distributed Mean Estimation: Accuracy vs Communication},
journal = {CoRR},
volume = {abs/1611.07555},
year = {2016},
url = {http://arxiv.org/abs/1611.07555},
eprinttype = {arXiv},
eprint = {1611.07555},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/KonecnyR16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/HarikandehAVSKS15,
author = {Reza Babanezhad and
Mohamed Osama Ahmed and
Alim Virani and
Mark Schmidt and
Jakub Kone{\v{c}}n{\'y} and
Scott Sallinen},
editor = {Corinna Cortes and
Neil D. Lawrence and
Daniel D. Lee and
Masashi Sugiyama and
Roman Garnett},
title = {StopWasting My Gradients: Practical {SVRG}},
booktitle = {Advances in Neural Information Processing Systems 28: Annual Conference
on Neural Information Processing Systems 2015, December 7-12, 2015,
Montreal, Quebec, Canada},
pages = {2251--2259},
year = {2015},
url = {https://proceedings.neurips.cc/paper/2015/hash/a50abba8132a77191791390c3eb19fe7-Abstract.html},
timestamp = {Wed, 07 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/HarikandehAVSKS15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/KonecnyLRT15,
author = {Jakub Kone{\v{c}}n{\'y} and
Jie Liu and
Peter Richt{\'{a}}rik and
Martin Tak{\'{a}}c},
title = {Mini-Batch Semi-Stochastic Gradient Descent in the Proximal Setting},
journal = {CoRR},
volume = {abs/1504.04407},
year = {2015},
url = {http://arxiv.org/abs/1504.04407},
eprinttype = {arXiv},
eprint = {1504.04407},
timestamp = {Wed, 11 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/KonecnyLRT15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/BabanezhadAVSKS15,
author = {Reza Babanezhad and
Mohamed Osama Ahmed and
Alim Virani and
Mark Schmidt and
Jakub Kone{\v{c}}n{\'y} and
Scott Sallinen},
title = {Stop Wasting My Gradients: Practical {SVRG}},
journal = {CoRR},
volume = {abs/1511.01942},
year = {2015},
url = {http://arxiv.org/abs/1511.01942},
eprinttype = {arXiv},
eprint = {1511.01942},
timestamp = {Wed, 07 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/BabanezhadAVSKS15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/KonecnyMR15,
author = {Jakub Kone{\v{c}}n{\'y} and
Brendan McMahan and
Daniel Ramage},
title = {Federated Optimization: Distributed Optimization Beyond the Datacenter},
journal = {CoRR},
volume = {abs/1511.03575},
year = {2015},
url = {http://arxiv.org/abs/1511.03575},
eprinttype = {arXiv},
eprint = {1511.03575},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/KonecnyMR15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/MaKJSJRT15,
author = {Chenxin Ma and
Jakub Kone{\v{c}}n{\'y} and
Martin Jaggi and
Virginia Smith and
Michael I. Jordan and
Peter Richt{\'{a}}rik and
Martin Tak{\'{a}}c},
title = {Distributed Optimization with Arbitrary Local Solvers},
journal = {CoRR},
volume = {abs/1512.04039},
year = {2015},
url = {http://arxiv.org/abs/1512.04039},
eprinttype = {arXiv},
eprint = {1512.04039},
timestamp = {Wed, 11 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/MaKJSJRT15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/KonecnyH14,
author = {Jakub Kone{\v{c}}n{\'y} and
Michal Hagara},
title = {One-shot-learning gesture recognition using {HOG-HOF} features},
journal = {J. Mach. Learn. Res.},
volume = {15},
number = {1},
pages = {2513--2532},
year = {2014},
url = {https://dl.acm.org/doi/10.5555/2627435.2670329},
doi = {10.5555/2627435.2670329},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/KonecnyH14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/KonecnyR14,
author = {Jakub Kone{\v{c}}n{\'y} and
Peter Richt{\'{a}}rik},
title = {Simple Complexity Analysis of Direct Search},
journal = {CoRR},
volume = {abs/1410.0390},
year = {2014},
url = {http://arxiv.org/abs/1410.0390},
eprinttype = {arXiv},
eprint = {1410.0390},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/KonecnyR14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/KonecnyLRT14,
author = {Jakub Kone{\v{c}}n{\'y} and
Jie Liu and
Peter Richt{\'{a}}rik and
Martin Tak{\'{a}}c},
title = {mS2GD: Mini-Batch Semi-Stochastic Gradient Descent in the Proximal
Setting},
journal = {CoRR},
volume = {abs/1410.4744},
year = {2014},
url = {http://arxiv.org/abs/1410.4744},
eprinttype = {arXiv},
eprint = {1410.4744},
timestamp = {Wed, 11 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/KonecnyLRT14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/KonecnyQR14,
author = {Jakub Kone{\v{c}}n{\'y} and
Zheng Qu and
Peter Richt{\'{a}}rik},
title = {Semi-Stochastic Coordinate Descent},
journal = {CoRR},
volume = {abs/1412.6293},
year = {2014},
url = {http://arxiv.org/abs/1412.6293},
eprinttype = {arXiv},
eprint = {1412.6293},
timestamp = {Wed, 12 Aug 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/KonecnyQR14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/KonecnyR13,
author = {Jakub Kone{\v{c}}n{\'y} and
Peter Richt{\'{a}}rik},
title = {Semi-Stochastic Gradient Descent Methods},
journal = {CoRR},
volume = {abs/1312.1666},
year = {2013},
url = {http://arxiv.org/abs/1312.1666},
eprinttype = {arXiv},
eprint = {1312.1666},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/KonecnyR13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/KonecnyH13,
author = {Jakub Kone{\v{c}}n{\'y} and
Michal Hagara},
title = {One-Shot-Learning Gesture Recognition using {HOG-HOF} Features},
journal = {CoRR},
volume = {abs/1312.4190},
year = {2013},
url = {http://arxiv.org/abs/1312.4190},
eprinttype = {arXiv},
eprint = {1312.4190},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/KonecnyH13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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