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@article{DBLP:journals/cms/PirauBTMG24,
author = {Vitali Pirau and
Aleksandr Beznosikov and
Martin Tak{\'{a}}c and
Vladislav Matyukhin and
Alexander V. Gasnikov},
title = {Preconditioning meets biased compression for efficient distributed
optimization},
journal = {Comput. Manag. Sci.},
volume = {21},
number = {1},
pages = {14},
year = {2024},
url = {https://doi.org/10.1007/s10287-023-00496-6},
doi = {10.1007/S10287-023-00496-6},
timestamp = {Mon, 12 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/cms/PirauBTMG24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/eswa/RodriguezMartinezUFTB24,
author = {Iosu Rodr{\'{\i}}guez{-}Mart{\'{\i}}nez and
Pablo Ursua{-}Medrano and
Javier Fern{\'{a}}ndez and
Zdenko Tak{\'{a}}c and
Humberto Bustince},
title = {A study on the suitability of different pooling operators for Convolutional
Neural Networks in the prediction of {COVID-19} through chest x-ray
image analysis},
journal = {Expert Syst. Appl.},
volume = {235},
pages = {121162},
year = {2024},
url = {https://doi.org/10.1016/j.eswa.2023.121162},
doi = {10.1016/J.ESWA.2023.121162},
timestamp = {Sun, 04 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/eswa/RodriguezMartinezUFTB24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijfs/He0T024,
author = {Wen He and
Rosa M. Rodr{\'{\i}}guez and
Zdenko Tak{\'{a}}c and
Luis Mart{\'{\i}}nez},
title = {Ranking of Fuzzy Numbers on the Basis of New Fuzzy Distance},
journal = {Int. J. Fuzzy Syst.},
volume = {26},
number = {1},
pages = {17--33},
year = {2024},
url = {https://doi.org/10.1007/s40815-023-01571-5},
doi = {10.1007/S40815-023-01571-5},
timestamp = {Sun, 04 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijfs/He0T024.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jota/SadievBAKTT24,
author = {Abdurakhmon Sadiev and
Aleksandr Beznosikov and
Abdulla Jasem Almansoori and
Dmitry Kamzolov and
Rachael Tappenden and
Martin Tak{\'{a}}c},
title = {Stochastic Gradient Methods with Preconditioned Updates},
journal = {J. Optim. Theory Appl.},
volume = {201},
number = {2},
pages = {471--489},
year = {2024},
url = {https://doi.org/10.1007/s10957-023-02365-3},
doi = {10.1007/S10957-023-02365-3},
timestamp = {Fri, 17 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jota/SadievBAKTT24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ol/BeznosikovT24,
author = {Aleksandr Beznosikov and
Martin Tak{\'{a}}c},
title = {Random-reshuffled {SARAH} does not need full gradient computations},
journal = {Optim. Lett.},
volume = {18},
number = {3},
pages = {727--749},
year = {2024},
url = {https://doi.org/10.1007/s11590-023-02081-x},
doi = {10.1007/S11590-023-02081-X},
timestamp = {Mon, 15 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ol/BeznosikovT24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/oms/AgafonovKDGT24,
author = {Artem Agafonov and
Dmitry Kamzolov and
Pavel E. Dvurechensky and
Alexander V. Gasnikov and
Martin Tak{\'{a}}c},
title = {Inexact tensor methods and their application to stochastic convex
optimization},
journal = {Optim. Methods Softw.},
volume = {39},
number = {1},
pages = {42--83},
year = {2024},
url = {https://doi.org/10.1080/10556788.2023.2261604},
doi = {10.1080/10556788.2023.2261604},
timestamp = {Fri, 02 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/oms/AgafonovKDGT24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sensors/TakacsMGVMO24,
author = {Gergely Tak{\'{a}}cs and
Jakub Mihal{\'{\i}}k and
Martin Gulan and
Anna Vargov{\'{a}} and
Erik Mikulas and
Step{\'{a}}n Ozana},
title = {MagnetoShield: {A} Novel Open-Source Magnetic Levitation Benchmark
Device for Mechatronics Education and Research},
journal = {Sensors},
volume = {24},
number = {2},
pages = {538},
year = {2024},
url = {https://doi.org/10.3390/s24020538},
doi = {10.3390/S24020538},
timestamp = {Fri, 22 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/sensors/TakacsMGVMO24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/simpra/AlkhooriKGT24,
author = {Fatima A. Alkhoori and
Latif U. Khan and
Mohsen Guizani and
Martin Takac},
title = {Latency-aware placement of vehicular metaverses using virtual network
functions},
journal = {Simul. Model. Pract. Theory},
volume = {133},
pages = {102899},
year = {2024},
url = {https://doi.org/10.1016/j.simpat.2024.102899},
doi = {10.1016/J.SIMPAT.2024.102899},
timestamp = {Fri, 31 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/simpra/AlkhooriKGT24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmlr/AlmansooriH024,
author = {Abdulla Jasem Almansoori and
Samuel Horv{\'{a}}th and
Martin Tak{\'{a}}c},
title = {PaDPaF: Partial Disentanglement with Partially-Federated GANs},
journal = {Trans. Mach. Learn. Res.},
volume = {2024},
year = {2024},
url = {https://openreview.net/forum?id=vsez76EAV8},
timestamp = {Thu, 08 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmlr/AlmansooriH024.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/SongSL0RK24,
author = {Kun Song and
Ruben Solozabal and
Hao Li and
Martin Tak{\'{a}}c and
Lu Ren and
Fakhri Karray},
editor = {Michael J. Wooldridge and
Jennifer G. Dy and
Sriraam Natarajan},
title = {Robustly Train Normalizing Flows via {KL} Divergence Regularization},
booktitle = {Thirty-Eighth {AAAI} Conference on Artificial Intelligence, {AAAI}
2024, Thirty-Sixth Conference on Innovative Applications of Artificial
Intelligence, {IAAI} 2024, Fourteenth Symposium on Educational Advances
in Artificial Intelligence, {EAAI} 2014, February 20-27, 2024, Vancouver,
Canada},
pages = {15047--15055},
publisher = {{AAAI} Press},
year = {2024},
url = {https://doi.org/10.1609/aaai.v38i13.29426},
doi = {10.1609/AAAI.V38I13.29426},
timestamp = {Tue, 02 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aaai/SongSL0RK24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/PlassierKRNVFH024,
author = {Vincent Plassier and
Nikita Kotelevskii and
Aleksandr Rubashevskii and
Fedor Noskov and
Maksim Velikanov and
Alexander Fishkov and
Samuel Horv{\'{a}}th and
Martin Tak{\'{a}}c and
Eric Moulines and
Maxim Panov},
editor = {Sanjoy Dasgupta and
Stephan Mandt and
Yingzhen Li},
title = {Efficient Conformal Prediction under Data Heterogeneity},
booktitle = {International Conference on Artificial Intelligence and Statistics,
2-4 May 2024, Palau de Congressos, Valencia, Spain},
series = {Proceedings of Machine Learning Research},
volume = {238},
pages = {4879--4887},
publisher = {{PMLR}},
year = {2024},
url = {https://proceedings.mlr.press/v238/plassier24a.html},
timestamp = {Mon, 13 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/PlassierKRNVFH024.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/chi/0001HGTCDDMORRR24,
author = {Thomas Joseph Cashman and
Tim Hutton and
Martin de La Gorce and
Tibor Tak{\'{a}}cs and
Antonio Criminisi and
Milica Dordevic and
Goran Dubajic and
Dorde Marjanovic and
Milena Okosanovic and
Vukasin Rankovic and
Ivan Razumenic and
Bojan Rosko and
Teo Sarkic and
Marko Skakun and
Milos Stojanovic and
Nikola Velickovic and
Predrag Jovanovic and
Payod Panda and
Lev Tankelevitch and
Sean Rintel},
editor = {Florian 'Floyd' Mueller and
Penny Kyburz and
Julie R. Williamson and
Corina Sas},
title = {An Equal Seat at the Table: Exploring Videoconferencing with Shared
Spatial Context combined with 3D Video Representations},
booktitle = {Extended Abstracts of the {CHI} Conference on Human Factors in Computing
Systems, {CHI} {EA} 2024, Honolulu, HI, USA, May 11-16, 2024},
pages = {41:1--41:9},
publisher = {{ACM}},
year = {2024},
url = {https://doi.org/10.1145/3613905.3650903},
doi = {10.1145/3613905.3650903},
timestamp = {Fri, 17 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/chi/0001HGTCDDMORRR24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icann/FandlT24,
author = {Matej Fandl and
Martin Tak{\'{a}}c},
editor = {Michael Wand and
Krist{\'{\i}}na Malinovsk{\'{a}} and
J{\"{u}}rgen Schmidhuber and
Igor V. Tetko},
title = {Towards a Model of Associative Memory with Learned Distributed Representations},
booktitle = {Artificial Neural Networks and Machine Learning - {ICANN} 2024 - 33rd
International Conference on Artificial Neural Networks, Lugano, Switzerland,
September 17-20, 2024, Proceedings, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {15016},
pages = {226--241},
publisher = {Springer},
year = {2024},
url = {https://doi.org/10.1007/978-3-031-72332-2\_16},
doi = {10.1007/978-3-031-72332-2\_16},
timestamp = {Sun, 06 Oct 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icann/FandlT24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/AgafonovKGKAC024,
author = {Artem Agafonov and
Dmitry Kamzolov and
Alexander V. Gasnikov and
Ali Kavis and
Kimon Antonakopoulos and
Volkan Cevher and
Martin Tak{\'{a}}c},
title = {Advancing the Lower Bounds: an Accelerated, Stochastic, Second-order
Method with Optimal Adaptation to Inexactness},
booktitle = {The Twelfth International Conference on Learning Representations,
{ICLR} 2024, Vienna, Austria, May 7-11, 2024},
publisher = {OpenReview.net},
year = {2024},
url = {https://openreview.net/forum?id=otU31x3fus},
timestamp = {Mon, 26 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iclr/AgafonovKGKAC024.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/KotelevskiiHN0P24,
author = {Nikita Kotelevskii and
Samuel Horv{\'{a}}th and
Karthik Nandakumar and
Martin Tak{\'{a}}c and
Maxim Panov},
title = {Dirichlet-based Uncertainty Quantification for Personalized Federated
Learning with Improved Posterior Networks},
booktitle = {Proceedings of the Thirty-Third International Joint Conference on
Artificial Intelligence, {IJCAI} 2024, Jeju, South Korea, August 3-9,
2024},
pages = {7127--7135},
publisher = {ijcai.org},
year = {2024},
url = {https://www.ijcai.org/proceedings/2024/788},
timestamp = {Fri, 18 Oct 2024 10:53:17 +0200},
biburl = {https://dblp.org/rec/conf/ijcai/KotelevskiiHN0P24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2402-05050,
author = {Nazarii Tupitsa and
Samuel Horv{\'{a}}th and
Martin Tak{\'{a}}c and
Eduard Gorbunov},
title = {Federated Learning Can Find Friends That Are Beneficial},
journal = {CoRR},
volume = {abs/2402.05050},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2402.05050},
doi = {10.48550/ARXIV.2402.05050},
eprinttype = {arXiv},
eprint = {2402.05050},
timestamp = {Wed, 14 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2402-05050.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2402-05264,
author = {Petr Ostroukhov and
Aigerim Zhumabayeva and
Chulu Xiang and
Alexander V. Gasnikov and
Martin Tak{\'{a}}c and
Dmitry Kamzolov},
title = {AdaBatchGrad: Combining Adaptive Batch Size and Adaptive Step Size},
journal = {CoRR},
volume = {abs/2402.05264},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2402.05264},
doi = {10.48550/ARXIV.2402.05264},
eprinttype = {arXiv},
eprint = {2402.05264},
timestamp = {Wed, 14 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2402-05264.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2402-09765,
author = {Zangir Iklassov and
Ikboljon Sobirov and
Ruben Solozabal and
Martin Tak{\'{a}}c},
title = {Reinforcement Learning for Solving Stochastic Vehicle Routing Problem
with Time Windows},
journal = {CoRR},
volume = {abs/2402.09765},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2402.09765},
doi = {10.48550/ARXIV.2402.09765},
eprinttype = {arXiv},
eprint = {2402.09765},
timestamp = {Wed, 21 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2402-09765.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2403-02648,
author = {Sayantan Choudhury and
Nazarii Tupitsa and
Nicolas Loizou and
Samuel Horv{\'{a}}th and
Martin Tak{\'{a}}c and
Eduard Gorbunov},
title = {Remove that Square Root: {A} New Efficient Scale-Invariant Version
of AdaGrad},
journal = {CoRR},
volume = {abs/2403.02648},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2403.02648},
doi = {10.48550/ARXIV.2403.02648},
eprinttype = {arXiv},
eprint = {2403.02648},
timestamp = {Wed, 03 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2403-02648.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2403-18439,
author = {Yunxiang Li and
Nicolas Mauricio Cuadrado and
Samuel Horv{\'{a}}th and
Martin Tak{\'{a}}c},
title = {Generalized Policy Learning for Smart Grids: {FL} {TRPO} Approach},
journal = {CoRR},
volume = {abs/2403.18439},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2403.18439},
doi = {10.48550/ARXIV.2403.18439},
eprinttype = {arXiv},
eprint = {2403.18439},
timestamp = {Wed, 10 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2403-18439.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2403-18444,
author = {Nicolas Mauricio Cuadrado and
Roberto Alejandro Guti{\'{e}}rrez Guill{\'{e}}n and
Martin Tak{\'{a}}c},
title = {{FRESCO:} Federated Reinforcement Energy System for Cooperative Optimization},
journal = {CoRR},
volume = {abs/2403.18444},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2403.18444},
doi = {10.48550/ARXIV.2403.18444},
eprinttype = {arXiv},
eprint = {2403.18444},
timestamp = {Wed, 10 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2403-18444.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2404-07525,
author = {Yunxiang Li and
Rui Yuan and
Chen Fan and
Mark Schmidt and
Samuel Horv{\'{a}}th and
Robert M. Gower and
Martin Tak{\'{a}}c},
title = {Enhancing Policy Gradient with the Polyak Step-Size Adaption},
journal = {CoRR},
volume = {abs/2404.07525},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2404.07525},
doi = {10.48550/ARXIV.2404.07525},
eprinttype = {arXiv},
eprint = {2404.07525},
timestamp = {Thu, 16 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2404-07525.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2405-17950,
author = {Zangir Iklassov and
Yali Du and
Farkhad Akimov and
Martin Tak{\'{a}}c},
title = {Self-Guiding Exploration for Combinatorial Problems},
journal = {CoRR},
volume = {abs/2405.17950},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2405.17950},
doi = {10.48550/ARXIV.2405.17950},
eprinttype = {arXiv},
eprint = {2405.17950},
timestamp = {Thu, 27 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2405-17950.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2406-00846,
author = {Saveliy Chezhegov and
Sergey Skorik and
Nikolas Khachaturov and
Danil Shalagin and
Aram Avetisyan and
Aleksandr Beznosikov and
Martin Tak{\'{a}}c and
Yaroslav Kholodov and
Alexander V. Gasnikov},
title = {Local Methods with Adaptivity via Scaling},
journal = {CoRR},
volume = {abs/2406.00846},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2406.00846},
doi = {10.48550/ARXIV.2406.00846},
eprinttype = {arXiv},
eprint = {2406.00846},
timestamp = {Thu, 04 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2406-00846.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2406-04443,
author = {Saveliy Chezhegov and
Yaroslav Klyukin and
Andrei Semenov and
Aleksandr Beznosikov and
Alexander V. Gasnikov and
Samuel Horv{\'{a}}th and
Martin Tak{\'{a}}c and
Eduard Gorbunov},
title = {Gradient Clipping Improves AdaGrad when the Noise Is Heavy-Tailed},
journal = {CoRR},
volume = {abs/2406.04443},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2406.04443},
doi = {10.48550/ARXIV.2406.04443},
eprinttype = {arXiv},
eprint = {2406.04443},
timestamp = {Sun, 06 Oct 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2406-04443.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2406-09250,
author = {Samar Fares and
Klea Ziu and
Toluwani Aremu and
Nikita Durasov and
Martin Tak{\'{a}}c and
Pascal Fua and
Karthik Nandakumar and
Ivan Laptev},
title = {MirrorCheck: Efficient Adversarial Defense for Vision-Language Models},
journal = {CoRR},
volume = {abs/2406.09250},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2406.09250},
doi = {10.48550/ARXIV.2406.09250},
eprinttype = {arXiv},
eprint = {2406.09250},
timestamp = {Tue, 09 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2406-09250.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2409-14989,
author = {Eduard Gorbunov and
Nazarii Tupitsa and
Sayantan Choudhury and
Alen Aliev and
Peter Richt{\'{a}}rik and
Samuel Horv{\'{a}}th and
Martin Tak{\'{a}}c},
title = {Methods for Convex (L\({}_{\mbox{0}}\),L\({}_{\mbox{1}}\))-Smooth
Optimization: Clipping, Acceleration, and Adaptivity},
journal = {CoRR},
volume = {abs/2409.14989},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2409.14989},
doi = {10.48550/ARXIV.2409.14989},
eprinttype = {arXiv},
eprint = {2409.14989},
timestamp = {Mon, 21 Oct 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2409-14989.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2410-03042,
author = {Nurbek Tastan and
Samuel Horv{\'{a}}th and
Martin Tak{\'{a}}c and
Karthik Nandakumar},
title = {FedPeWS: Personalized Warmup via Subnetworks for Enhanced Heterogeneous
Federated Learning},
journal = {CoRR},
volume = {abs/2410.03042},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2410.03042},
doi = {10.48550/ARXIV.2410.03042},
eprinttype = {arXiv},
eprint = {2410.03042},
timestamp = {Thu, 07 Nov 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2410-03042.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2410-03497,
author = {Abdulla Jasem Almansoori and
Samuel Horv{\'{a}}th and
Martin Tak{\'{a}}c},
title = {Collaborative and Efficient Personalization with Mixtures of Adaptors},
journal = {CoRR},
volume = {abs/2410.03497},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2410.03497},
doi = {10.48550/ARXIV.2410.03497},
eprinttype = {arXiv},
eprint = {2410.03497},
timestamp = {Mon, 11 Nov 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2410-03497.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/access/IklassovSST23,
author = {Zangir Iklassov and
Ikboljon Sobirov and
Ruben Solozabal and
Martin Tak{\'{a}}c},
title = {Reinforcement Learning Approach to Stochastic Vehicle Routing Problem
With Correlated Demands},
journal = {{IEEE} Access},
volume = {11},
pages = {87958--87969},
year = {2023},
url = {https://doi.org/10.1109/ACCESS.2023.3306076},
doi = {10.1109/ACCESS.2023.3306076},
timestamp = {Sun, 24 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/access/IklassovSST23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/inffus/RodriguezMartinezADHTB23,
author = {Iosu Rodr{\'{\i}}guez{-}Mart{\'{\i}}nez and
Tiago da Cruz Asmus and
Gra{\c{c}}aliz Pereira Dimuro and
Francisco Herrera and
Zdenko Tak{\'{a}}c and
Humberto Bustince},
title = {Generalizing max pooling via (a,b)-grouping functions for Convolutional
Neural Networks},
journal = {Inf. Fusion},
volume = {99},
pages = {101893},
year = {2023},
url = {https://doi.org/10.1016/j.inffus.2023.101893},
doi = {10.1016/J.INFFUS.2023.101893},
timestamp = {Sun, 04 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/inffus/RodriguezMartinezADHTB23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tamd/SagarMHMPNYCKJT23,
author = {Mark Sagar and
Alecia Moser and
Annette M. E. Henderson and
Sam Morrison and
Nathan Pages and
Alireza Nejati and
Wan{-}Ting Yeh and
Jonathan Conder and
Alistair Knott and
Khurram Jawed and
Martin Tak{\'{a}}c},
title = {A Platform for Holistic Embodied Models of Infant Cognition, and Its
Use in a Model of Event Processing},
journal = {{IEEE} Trans. Cogn. Dev. Syst.},
volume = {15},
number = {4},
pages = {1916--1927},
year = {2023},
url = {https://doi.org/10.1109/TCDS.2022.3188152},
doi = {10.1109/TCDS.2022.3188152},
timestamp = {Fri, 26 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tamd/SagarMHMPNYCKJT23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tfs/Ferrero-Jaurrieta23a,
author = {Mikel Ferrero{-}Jaurrieta and
Zdenko Tak{\'{a}}c and
Iosu Rodr{\'{\i}}guez{-}Mart{\'{\i}}nez and
C{\'{e}}dric Marco{-}Detchart and
Angela Bernardini and
Javier Fern{\'{a}}ndez and
Carlos Lopez{-}Molina and
Humberto Bustince},
title = {From Restricted Equivalence Functions on {\textdollar}L\{n\}{\textdollar}
to Similarity Measures Between Fuzzy Multisets},
journal = {{IEEE} Trans. Fuzzy Syst.},
volume = {31},
number = {8},
pages = {2709--2721},
year = {2023},
url = {https://doi.org/10.1109/TFUZZ.2023.3235405},
doi = {10.1109/TFUZZ.2023.3235405},
timestamp = {Sat, 19 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tfs/Ferrero-Jaurrieta23a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmlr/ShiSLRT23,
author = {Zheng Shi and
Abdurakhmon Sadiev and
Nicolas Loizou and
Peter Richt{\'{a}}rik and
Martin Tak{\'{a}}c},
title = {{AI-SARAH:} Adaptive and Implicit Stochastic Recursive Gradient Methods},
journal = {Trans. Mach. Learn. Res.},
volume = {2023},
year = {2023},
url = {https://openreview.net/forum?id=WoXJFsJ6Zw},
timestamp = {Thu, 18 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmlr/ShiSLRT23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/IklassovSS023,
author = {Zangir Iklassov and
Ikboljon Sobirov and
Ruben Solozabal and
Martin Tak{\'{a}}c},
editor = {Berrin Yanikoglu and
Wray L. Buntine},
title = {Reinforcement Learning for Solving Stochastic Vehicle Routing Problem},
booktitle = {Asian Conference on Machine Learning, {ACML} 2023, 11-14 November
2023, Istanbul, Turkey},
series = {Proceedings of Machine Learning Research},
volume = {222},
pages = {502--517},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v222/iklassov24a.html},
timestamp = {Tue, 14 May 2024 08:14:16 +0200},
biburl = {https://dblp.org/rec/conf/acml/IklassovSS023.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/GladinLZRG023,
author = {Egor Gladin and
Maksim Lavrik{-}Karmazin and
Karina Zainullina and
Varvara Rudenko and
Alexander V. Gasnikov and
Martin Tak{\'{a}}c},
editor = {Francisco J. R. Ruiz and
Jennifer G. Dy and
Jan{-}Willem van de Meent},
title = {Algorithm for Constrained Markov Decision Process with Linear Convergence},
booktitle = {International Conference on Artificial Intelligence and Statistics,
25-27 April 2023, Palau de Congressos, Valencia, Spain},
series = {Proceedings of Machine Learning Research},
volume = {206},
pages = {11506--11533},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v206/gladin23a.html},
timestamp = {Mon, 19 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/GladinLZRG023.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/0003S0NG23,
author = {Shuang Li and
William J. Swartworth and
Martin Tak{\'{a}}c and
Deanna Needell and
Robert M. Gower},
title = {{SP2} : {A} Second Order Stochastic Polyak Method},
booktitle = {The Eleventh International Conference on Learning Representations,
{ICLR} 2023, Kigali, Rwanda, May 1-5, 2023},
publisher = {OpenReview.net},
year = {2023},
url = {https://openreview.net/forum?id=5mqFra2ZSuf},
timestamp = {Wed, 24 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iclr/0003S0NG23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/CuadradoGT23,
author = {Nicolas M. Cuadrado and
Roberto Alejandro Guti{\'{e}}rrez Guill{\'{e}}n and
Martin Tak{\'{a}}c},
editor = {Krystal Maughan and
Rosanne Liu and
Thomas F. Burns},
title = {{FRESCO:} Federated Reinforcement Energy System for Cooperative Optimization},
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/forum?id=75mWq5j4iso},
timestamp = {Wed, 24 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iclr/CuadradoGT23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/IklassovMR023,
author = {Zangir Iklassov and
Dmitrii Medvedev and
Ruben Solozabal Ochoa de Retana and
Martin Tak{\'{a}}c},
title = {On the Study of Curriculum Learning for Inferring Dispatching Policies
on the Job Shop Scheduling},
booktitle = {Proceedings of the Thirty-Second International Joint Conference on
Artificial Intelligence, {IJCAI} 2023, 19th-25th August 2023, Macao,
SAR, China},
pages = {5350--5358},
publisher = {ijcai.org},
year = {2023},
url = {https://doi.org/10.24963/ijcai.2023/594},
doi = {10.24963/IJCAI.2023/594},
timestamp = {Tue, 15 Oct 2024 16:43:28 +0200},
biburl = {https://dblp.org/rec/conf/ijcai/IklassovMR023.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/itat/KubikK023,
author = {Jozef Kub{\'{\i}}k and
Daniel Kyselica and
Martin Tak{\'{a}}c},
editor = {Brona Brejov{\'{a}} and
Lucie Ciencialov{\'{a}} and
Martin Holena and
R{\'{o}}bert Jajcay and
Tatiana Jajcayov{\'{a}} and
Matej Lexa and
Frantisek Mr{\'{a}}z and
Dana Pardubsk{\'{a}} and
Martin Pl{\'{a}}tek},
title = {Efficient Fine-tuning of SlovakBERT with Epinet},
booktitle = {Proceedings of the 23rd Conference Information Technologies - Applications
and Theory {(ITAT} 2023), Tatransk{\'{e}} Matliare, Slovakia,
September 22-26, 2023},
series = {{CEUR} Workshop Proceedings},
volume = {3498},
pages = {96--101},
publisher = {CEUR-WS.org},
year = {2023},
url = {https://ceur-ws.org/Vol-3498/paper12.pdf},
timestamp = {Fri, 24 Nov 2023 12:33:41 +0100},
biburl = {https://dblp.org/rec/conf/itat/KubikK023.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/BeznosikovTG23,
author = {Aleksandr Beznosikov and
Martin Tak{\'{a}}c and
Alexander V. Gasnikov},
editor = {Alice Oh and
Tristan Naumann and
Amir Globerson and
Kate Saenko and
Moritz Hardt and
Sergey Levine},
title = {Similarity, Compression and Local Steps: Three Pillars of Efficient
Communications for Distributed Variational Inequalities},
booktitle = {Advances in Neural Information Processing Systems 36: Annual Conference
on Neural Information Processing Systems 2023, NeurIPS 2023, New Orleans,
LA, USA, December 10 - 16, 2023},
year = {2023},
url = {http://papers.nips.cc/paper\_files/paper/2023/hash/5b4a459db23e6db9be2a128380953d96-Abstract-Conference.html},
timestamp = {Fri, 01 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/BeznosikovTG23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/TupitsaAW0NHG23,
author = {Nazarii Tupitsa and
Abdulla Jasem Almansoori and
Yanlin Wu and
Martin Tak{\'{a}}c and
Karthik Nandakumar and
Samuel Horv{\'{a}}th and
Eduard Gorbunov},
editor = {Alice Oh and
Tristan Naumann and
Amir Globerson and
Kate Saenko and
Moritz Hardt and
Sergey Levine},
title = {Byzantine-Tolerant Methods for Distributed Variational Inequalities},
booktitle = {Advances in Neural Information Processing Systems 36: Annual Conference
on Neural Information Processing Systems 2023, NeurIPS 2023, New Orleans,
LA, USA, December 10 - 16, 2023},
year = {2023},
url = {http://papers.nips.cc/paper\_files/paper/2023/hash/5a5e9197ea547141b4977a5a198bbaac-Abstract-Conference.html},
timestamp = {Fri, 01 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/TupitsaAW0NHG23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pakdd/AlgumaeiSAHDT23,
author = {Talal Algumaei and
Ruben Solozabal and
R{\'{e}}da Alami and
Hakim Hacid and
M{\'{e}}rouane Debbah and
Martin Tak{\'{a}}c},
editor = {Hisashi Kashima and
Tsuyoshi Id{\'{e}} and
Wen{-}Chih Peng},
title = {Regularization of the Policy Updates for Stabilizing Mean Field Games},
booktitle = {Advances in Knowledge Discovery and Data Mining - 27th Pacific-Asia
Conference on Knowledge Discovery and Data Mining, {PAKDD} 2023, Osaka,
Japan, May 25-28, 2023, Proceedings, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {13936},
pages = {361--372},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-33377-4\_28},
doi = {10.1007/978-3-031-33377-4\_28},
timestamp = {Wed, 31 May 2023 14:56:56 +0200},
biburl = {https://dblp.org/rec/conf/pakdd/AlgumaeiSAHDT23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2301-00524,
author = {Asma Ahmed Hashmi and
Artem Agafonov and
Aigerim Zhumabayeva and
Mohammad Yaqub and
Martin Tak{\'{a}}c},
title = {In Quest of Ground Truth: Learning Confident Models and Estimating
Uncertainty in the Presence of Annotator Noise},
journal = {CoRR},
volume = {abs/2301.00524},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2301.00524},
doi = {10.48550/ARXIV.2301.00524},
eprinttype = {arXiv},
eprint = {2301.00524},
timestamp = {Wed, 11 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2301-00524.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2303-08447,
author = {Nicolas M. Cuadrado and
Roberto A. Guti{\'{e}}rrez and
Yongli Zhu and
Martin Tak{\'{a}}c},
title = {{MAHTM:} {A} Multi-Agent Framework for Hierarchical Transactive Microgrids},
journal = {CoRR},
volume = {abs/2303.08447},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2303.08447},
doi = {10.48550/ARXIV.2303.08447},
eprinttype = {arXiv},
eprint = {2303.08447},
timestamp = {Tue, 18 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2303-08447.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2304-01547,
author = {Talal Algumaei and
Ruben Solozabal and
R{\'{e}}da Alami and
Hakim Hacid and
M{\'{e}}rouane Debbah and
Martin Tak{\'{a}}c},
title = {Regularization of the policy updates for stabilizing Mean Field Games},
journal = {CoRR},
volume = {abs/2304.01547},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2304.01547},
doi = {10.48550/ARXIV.2304.01547},
eprinttype = {arXiv},
eprint = {2304.01547},
timestamp = {Tue, 18 Apr 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2304-01547.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2304-04026,
author = {D{\'{a}}vid Suba and
Marek Suppa and
Jozef Kub{\'{\i}}k and
Endre Hamerlik and
Martin Tak{\'{a}}c},
title = {WikiGoldSK: Annotated Dataset, Baselines and Few-Shot Learning Experiments
for Slovak Named Entity Recognition},
journal = {CoRR},
volume = {abs/2304.04026},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2304.04026},
doi = {10.48550/ARXIV.2304.04026},
eprinttype = {arXiv},
eprint = {2304.04026},
timestamp = {Tue, 18 Apr 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2304-04026.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2310-02093,
author = {Farshed Abdukhakimov and
Chulu Xiang and
Dmitry Kamzolov and
Martin Tak{\'{a}}c},
title = {Stochastic Gradient Descent with Preconditioned Polyak Step-size},
journal = {CoRR},
volume = {abs/2310.02093},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2310.02093},
doi = {10.48550/ARXIV.2310.02093},
eprinttype = {arXiv},
eprint = {2310.02093},
timestamp = {Thu, 19 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2310-02093.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2311-04611,
author = {Nazarii Tupitsa and
Abdulla Jasem Almansoori and
Yanlin Wu and
Martin Tak{\'{a}}c and
Karthik Nandakumar and
Samuel Horv{\'{a}}th and
Eduard Gorbunov},
title = {Byzantine-Tolerant Methods for Distributed Variational Inequalities},
journal = {CoRR},
volume = {abs/2311.04611},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2311.04611},
doi = {10.48550/ARXIV.2311.04611},
eprinttype = {arXiv},
eprint = {2311.04611},
timestamp = {Tue, 14 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2311-04611.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2311-07708,
author = {Zangir Iklassov and
Ikboljon Sobirov and
Ruben Solozabal and
Martin Tak{\'{a}}c},
title = {Reinforcement Learning for Solving Stochastic Vehicle Routing Problem},
journal = {CoRR},
volume = {abs/2311.07708},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2311.07708},
doi = {10.48550/ARXIV.2311.07708},
eprinttype = {arXiv},
eprint = {2311.07708},
timestamp = {Tue, 21 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2311-07708.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2312-11230,
author = {Nikita Kotelevskii and
Samuel Horv{\'{a}}th and
Karthik Nandakumar and
Martin Tak{\'{a}}c and
Maxim Panov},
title = {Dirichlet-based Uncertainty Quantification for Personalized Federated
Learning with Improved Posterior Networks},
journal = {CoRR},
volume = {abs/2312.11230},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2312.11230},
doi = {10.48550/ARXIV.2312.11230},
eprinttype = {arXiv},
eprint = {2312.11230},
timestamp = {Tue, 09 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2312-11230.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2312-15799,
author = {Vincent Plassier and
Nikita Kotelevskii and
Aleksandr Rubashevskii and
Fedor Noskov and
Maksim Velikanov and
Alexander Fishkov and
Samuel Horv{\'{a}}th and
Martin Tak{\'{a}}c and
Eric Moulines and
Maxim Panov},
title = {Efficient Conformal Prediction under Data Heterogeneity},
journal = {CoRR},
volume = {abs/2312.15799},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2312.15799},
doi = {10.48550/ARXIV.2312.15799},
eprinttype = {arXiv},
eprint = {2312.15799},
timestamp = {Sun, 06 Oct 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2312-15799.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2312-17369,
author = {Farshed Abdukhakimov and
Chulu Xiang and
Dmitry Kamzolov and
Robert M. Gower and
Martin Tak{\'{a}}c},
title = {{SANIA:} Polyak-type Optimization Framework Leads to Scale Invariant
Stochastic Algorithms},
journal = {CoRR},
volume = {abs/2312.17369},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2312.17369},
doi = {10.48550/ARXIV.2312.17369},
eprinttype = {arXiv},
eprint = {2312.17369},
timestamp = {Fri, 19 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2312-17369.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/aiethics/KnottST22,
author = {Alistair Knott and
Mark Sagar and
Martin Tak{\'{a}}c},
title = {The ethics of interaction with neurorobotic agents: a case study with
BabyX},
journal = {{AI} Ethics},
volume = {2},
number = {1},
pages = {115--128},
year = {2022},
url = {https://doi.org/10.1007/s43681-021-00076-x},
doi = {10.1007/S43681-021-00076-X},
timestamp = {Sat, 08 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/aiethics/KnottST22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ejco/SadievBBDCTTG22,
author = {Abdurakhmon Sadiev and
Ekaterina Borodich and
Aleksandr Beznosikov and
Darina Dvinskikh and
Saveliy Chezhegov and
Rachael Tappenden and
Martin Tak{\'{a}}c and
Alexander V. Gasnikov},
title = {Decentralized personalized federated learning: Lower bounds and optimal
algorithm for all personalization modes},
journal = {{EURO} J. Comput. Optim.},
volume = {10},
pages = {100041},
year = {2022},
url = {https://doi.org/10.1016/j.ejco.2022.100041},
doi = {10.1016/J.EJCO.2022.100041},
timestamp = {Tue, 31 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ejco/SadievBBDCTTG22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/informatics/HaslwanterTG22,
author = {Jean D. Hallewell Haslwanter and
Christiane Takacs and
Martina Gaisch},
title = {How Age and Gender Affect the Opinions of Computing Students Regarding
Computer Usage and Design Needs},
journal = {Informatics},
volume = {9},
number = {3},
pages = {52},
year = {2022},
url = {https://doi.org/10.3390/informatics9030052},
doi = {10.3390/INFORMATICS9030052},
timestamp = {Mon, 05 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/informatics/HaslwanterTG22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jstsp/ChenBTS22,
author = {Yicheng Chen and
Rick S. Blum and
Martin Tak{\'{a}}c and
Brian M. Sadler},
title = {Distributed Learning With Sparsified Gradient Differences},
journal = {{IEEE} J. Sel. Top. Signal Process.},
volume = {16},
number = {3},
pages = {585--600},
year = {2022},
url = {https://doi.org/10.1109/JSTSP.2022.3162989},
doi = {10.1109/JSTSP.2022.3162989},
timestamp = {Wed, 11 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/jstsp/ChenBTS22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/msom/OroojlooyjadidN22,
author = {Afshin Oroojlooyjadid and
MohammadReza Nazari and
Lawrence V. Snyder and
Martin Tak{\'{a}}c},
title = {A Deep Q-Network for the Beer Game: Deep Reinforcement Learning for
Inventory Optimization},
journal = {Manuf. Serv. Oper. Manag.},
volume = {24},
number = {1},
pages = {285--304},
year = {2022},
url = {https://doi.org/10.1287/msom.2020.0939},
doi = {10.1287/MSOM.2020.0939},
timestamp = {Wed, 11 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/msom/OroojlooyjadidN22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/oms/BerahasJRT22,
author = {Albert S. Berahas and
Majid Jahani and
Peter Richt{\'{a}}rik and
Martin Tak{\'{a}}c},
title = {Quasi-Newton methods for machine learning: forget the past, just sample},
journal = {Optim. Methods Softw.},
volume = {37},
number = {5},
pages = {1668--1704},
year = {2022},
url = {https://doi.org/10.1080/10556788.2021.1977806},
doi = {10.1080/10556788.2021.1977806},
timestamp = {Sun, 12 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/oms/BerahasJRT22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cikm/GaoWT022,
author = {Zhengqing Gao and
Huimin Wu and
Martin Tak{\'{a}}c and
Bin Gu},
editor = {Mohammad Al Hasan and
Li Xiong},
title = {Towards Practical Large Scale Non-Linear Semi-Supervised Learning
with Balancing Constraints},
booktitle = {Proceedings of the 31st {ACM} International Conference on Information
{\&} Knowledge Management, Atlanta, GA, USA, October 17-21, 2022},
pages = {3072--3081},
publisher = {{ACM}},
year = {2022},
url = {https://doi.org/10.1145/3511808.3557150},
doi = {10.1145/3511808.3557150},
timestamp = {Wed, 11 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cikm/GaoWT022.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/Jahani0SRMT22,
author = {Majid Jahani and
Sergey Rusakov and
Zheng Shi and
Peter Richt{\'{a}}rik and
Michael W. Mahoney and
Martin Tak{\'{a}}c},
title = {Doubly Adaptive Scaled Algorithm for Machine Learning Using Second-Order
Information},
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=HCelXXcSEuH},
timestamp = {Wed, 11 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/iclr/Jahani0SRMT22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/GasnikovNNAKBTD22,
author = {Alexander V. Gasnikov and
Anton Novitskii and
Vasilii Novitskii and
Farshed Abdukhakimov and
Dmitry Kamzolov and
Aleksandr Beznosikov and
Martin Tak{\'{a}}c and
Pavel E. Dvurechensky and
Bin Gu},
editor = {Kamalika Chaudhuri and
Stefanie Jegelka and
Le Song and
Csaba Szepesv{\'{a}}ri and
Gang Niu and
Sivan Sabato},
title = {The power of first-order smooth optimization for black-box non-smooth
problems},
booktitle = {International Conference on Machine Learning, {ICML} 2022, 17-23 July
2022, Baltimore, Maryland, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {162},
pages = {7241--7265},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v162/gasnikov22a.html},
timestamp = {Wed, 11 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/GasnikovNNAKBTD22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miccai/AlkhunaiziKTN22,
author = {Naif Alkhunaizi and
Dmitry Kamzolov and
Martin Tak{\'{a}}c and
Karthik Nandakumar},
editor = {Linwei Wang and
Qi Dou and
P. Thomas Fletcher and
Stefanie Speidel and
Shuo Li},
title = {Suppressing Poisoning Attacks on Federated Learning for Medical Imaging},
booktitle = {Medical Image Computing and Computer Assisted Intervention - {MICCAI}
2022 - 25th International Conference, Singapore, September 18-22,
2022, Proceedings, Part {VIII}},
series = {Lecture Notes in Computer Science},
volume = {13438},
pages = {673--683},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-16452-1\_64},
doi = {10.1007/978-3-031-16452-1\_64},
timestamp = {Wed, 11 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/miccai/AlkhunaiziKTN22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/HanzelyKPGR022,
author = {Slavom{\'{\i}}r Hanzely and
Dmitry Kamzolov and
Dmitry Pasechnyuk and
Alexander V. Gasnikov and
Peter Richt{\'{a}}rik and
Martin Tak{\'{a}}c},
editor = {Sanmi Koyejo and
S. Mohamed and
A. Agarwal and
Danielle Belgrave and
K. Cho and
A. Oh},
title = {A Damped Newton Method Achieves Global {\textdollar}{\textbackslash}mathcal
{O} {\textbackslash}left({\textbackslash}frac\{1\}\{k2\}{\textbackslash}right){\textdollar}
and Local Quadratic Convergence Rate},
booktitle = {Advances in Neural Information Processing Systems 35: Annual Conference
on Neural Information Processing Systems 2022, NeurIPS 2022, New Orleans,
LA, USA, November 28 - December 9, 2022},
year = {2022},
url = {http://papers.nips.cc/paper\_files/paper/2022/hash/a1f0c0cd6caaa4863af5f12608edf63e-Abstract-Conference.html},
timestamp = {Mon, 08 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/HanzelyKPGR022.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2202-02491,
author = {Yicheng Chen and
Rick S. Blum and
Martin Tak{\'{a}}c and
Brian M. Sadler},
title = {Distributed Learning With Sparsified Gradient Differences},
journal = {CoRR},
volume = {abs/2202.02491},
year = {2022},
url = {https://arxiv.org/abs/2202.02491},
eprinttype = {arXiv},
eprint = {2202.02491},
timestamp = {Wed, 11 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2202-02491.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2203-05403,
author = {Guangyi Liu and
Arash Amini and
Martin Tak{\'{a}}c and
Nader Motee},
title = {Robustness Analysis of Classification Using Recurrent Neural Networks
with Perturbed Sequential Input},
journal = {CoRR},
volume = {abs/2203.05403},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2203.05403},
doi = {10.48550/ARXIV.2203.05403},
eprinttype = {arXiv},
eprint = {2203.05403},
timestamp = {Wed, 11 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2203-05403.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2206-00285,
author = {Abdurakhmon Sadiev and
Aleksandr Beznosikov and
Abdulla Jasem Almansoori and
Dmitry Kamzolov and
Rachael Tappenden and
Martin Tak{\'{a}}c},
title = {Stochastic Gradient Methods with Preconditioned Updates},
journal = {CoRR},
volume = {abs/2206.00285},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2206.00285},
doi = {10.48550/ARXIV.2206.00285},
eprinttype = {arXiv},
eprint = {2206.00285},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2206-00285.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2206-01666,
author = {Egor Gladin and
Maksim Lavrik{-}Karmazin and
Karina Zainullina and
Varvara Rudenko and
Alexander V. Gasnikov and
Martin Tak{\'{a}}c},
title = {Algorithm for Constrained Markov Decision Process with Linear Convergence},
journal = {CoRR},
volume = {abs/2206.01666},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2206.01666},
doi = {10.48550/ARXIV.2206.01666},
eprinttype = {arXiv},
eprint = {2206.01666},
timestamp = {Wed, 11 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2206-01666.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2206-02507,
author = {Yuzhen Han and
Ruben Solozabal and
Jing Dong and
Xingyu Zhou and
Martin Tak{\'{a}}c and
Bin Gu},
title = {Learning to Control under Time-Varying Environment},
journal = {CoRR},
volume = {abs/2206.02507},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2206.02507},
doi = {10.48550/ARXIV.2206.02507},
eprinttype = {arXiv},
eprint = {2206.02507},
timestamp = {Wed, 11 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2206-02507.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2206-04423,
author = {Zangir Iklassov and
Dmitrii Medvedev and
Ruben Solozabal and
Martin Tak{\'{a}}c},
title = {Learning to generalize Dispatching rules on the Job Shop Scheduling},
journal = {CoRR},
volume = {abs/2206.04423},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2206.04423},
doi = {10.48550/ARXIV.2206.04423},
eprinttype = {arXiv},
eprint = {2206.04423},
timestamp = {Wed, 11 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2206-04423.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2206-08303,
author = {Aleksandr Beznosikov and
Aibek Alanov and
Dmitry Kovalev and
Martin Tak{\'{a}}c and
Alexander V. Gasnikov},
title = {On Scaled Methods for Saddle Point Problems},
journal = {CoRR},
volume = {abs/2206.08303},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2206.08303},
doi = {10.48550/ARXIV.2206.08303},
eprinttype = {arXiv},
eprint = {2206.08303},
timestamp = {Wed, 11 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2206-08303.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2207-08171,
author = {Shuang Li and
William J. Swartworth and
Martin Tak{\'{a}}c and
Deanna Needell and
Robert M. Gower},
title = {{SP2:} {A} Second Order Stochastic Polyak Method},
journal = {CoRR},
volume = {abs/2207.08171},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2207.08171},
doi = {10.48550/ARXIV.2207.08171},
eprinttype = {arXiv},
eprint = {2207.08171},
timestamp = {Thu, 02 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2207-08171.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2207-10804,
author = {Naif Alkhunaizi and
Dmitry Kamzolov and
Martin Tak{\'{a}}c and
Karthik Nandakumar},
title = {Suppressing Poisoning Attacks on Federated Learning for Medical Imaging},
journal = {CoRR},
volume = {abs/2207.10804},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2207.10804},
doi = {10.48550/ARXIV.2207.10804},
eprinttype = {arXiv},
eprint = {2207.10804},
timestamp = {Sun, 12 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2207-10804.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2210-09626,
author = {Artem Agafonov and
Brahim Erraji and
Martin Tak{\'{a}}c},
title = {{FLECS-CGD:} {A} Federated Learning Second-Order Framework via Compression
and Sketching with Compressed Gradient Differences},
journal = {CoRR},
volume = {abs/2210.09626},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2210.09626},
doi = {10.48550/ARXIV.2210.09626},
eprinttype = {arXiv},
eprint = {2210.09626},
timestamp = {Wed, 11 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2210-09626.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2211-00866,
author = {Rachael Tappenden and
Martin Tak{\'{a}}c},
title = {Gradient Descent and the Power Method: Exploiting their connection
to find the leftmost eigen-pair and escape saddle points},
journal = {CoRR},
volume = {abs/2211.00866},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2211.00866},
doi = {10.48550/ARXIV.2211.00866},
eprinttype = {arXiv},
eprint = {2211.00866},
timestamp = {Wed, 11 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2211-00866.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2211-02939,
author = {Jie Liu and
Antonio Bellon and
Andrea Simonetto and
Martin Tak{\'{a}}c and
Jakub Marecek},
title = {Optimal Power Flow Pursuit in the Alternating Current Model},
journal = {CoRR},
volume = {abs/2211.02939},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2211.02939},
doi = {10.48550/ARXIV.2211.02939},
eprinttype = {arXiv},
eprint = {2211.02939},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2211-02939.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2212-03836,
author = {Abdulla Jasem Almansoori and
Samuel Horv{\'{a}}th and
Martin Tak{\'{a}}c},
title = {Partial Disentanglement with Partially-Federated GANs (PaDPaF)},
journal = {CoRR},
volume = {abs/2212.03836},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2212.03836},
doi = {10.48550/ARXIV.2212.03836},
eprinttype = {arXiv},
eprint = {2212.03836},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2212-03836.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cce/KumaranPTLS21,
author = {Krishnan Kumaran and
Dimitri J. Papageorgiou and
Martin Tak{\'{a}}c and
Laurens Lueg and
Nicolas V. Sahinidis},
title = {Active metric learning for supervised classification},
journal = {Comput. Chem. Eng.},
volume = {144},
pages = {107132},
year = {2021},
url = {https://doi.org/10.1016/j.compchemeng.2020.107132},
doi = {10.1016/J.COMPCHEMENG.2020.107132},
timestamp = {Wed, 11 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/cce/KumaranPTLS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/coap/JahaniGMTT21,
author = {Majid Jahani and
Naga Venkata C. Gudapati and
Chenxin Ma and
Rachael Tappenden and
Martin Tak{\'{a}}c},
title = {Fast and safe: accelerated gradient methods with optimality certificates
and underestimate sequences},
journal = {Comput. Optim. Appl.},
volume = {79},
number = {2},
pages = {369--404},
year = {2021},
url = {https://doi.org/10.1007/s10589-021-00269-4},
doi = {10.1007/S10589-021-00269-4},
timestamp = {Wed, 11 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/coap/JahaniGMTT21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/oms/MaJCST21,
author = {Chenxin Ma and
Martin Jaggi and
Frank E. Curtis and
Nathan Srebro and
Martin Tak{\'{a}}c},
title = {An accelerated communication-efficient primal-dual optimization framework
for structured machine learning},
journal = {Optim. Methods Softw.},
volume = {36},
number = {1},
pages = {20--44},
year = {2021},
url = {https://doi.org/10.1080/10556788.2019.1650361},
doi = {10.1080/10556788.2019.1650361},
timestamp = {Wed, 11 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/oms/MaJCST21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/oms/NguyenST21,
author = {Lam M. Nguyen and
Katya Scheinberg and
Martin Tak{\'{a}}c},
title = {Inexact {SARAH} algorithm for stochastic optimization},
journal = {Optim. Methods Softw.},
volume = {36},
number = {1},
pages = {237--258},
year = {2021},
url = {https://doi.org/10.1080/10556788.2020.1818081},
doi = {10.1080/10556788.2020.1818081},
timestamp = {Wed, 11 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/oms/NguyenST21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/topics/KnottT21,
author = {Alistair Knott and
Martin Tak{\'{a}}c},
title = {Roles for Event Representations in Sensorimotor Experience, Memory
Formation, and Language Processing},
journal = {Top. Cogn. Sci.},
volume = {13},
number = {1},
pages = {187--205},
year = {2021},
url = {https://doi.org/10.1111/tops.12497},
doi = {10.1111/TOPS.12497},
timestamp = {Wed, 11 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/topics/KnottT21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/JahaniNTBT21,
author = {Majid Jahani and
MohammadReza Nazari and
Rachael Tappenden and
Albert S. Berahas and
Martin Tak{\'{a}}c},
editor = {Arindam Banerjee and
Kenji Fukumizu},
title = {{SONIA:} {A} Symmetric Blockwise Truncated Optimization Algorithm},
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 = {487--495},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v130/jahani21a.html},
timestamp = {Wed, 11 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/aistats/JahaniNTBT21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bmvc/YeYTSJ21,
author = {Hui Ye and
Xiulong Yang and
Martin Tak{\'{a}}c and
Rajshekhar Sunderraman and
Shihao Ji},
title = {Improving Text-to-Image Synthesis Using Contrastive Learning},
booktitle = {32nd British Machine Vision Conference 2021, {BMVC} 2021, Online,
November 22-25, 2021},
pages = {154},
publisher = {{BMVA} Press},
year = {2021},
url = {https://www.bmvc2021-virtualconference.com/assets/papers/0478.pdf},
timestamp = {Wed, 11 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/bmvc/YeYTSJ21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dars/LiuATM21,
author = {Guangyi Liu and
Arash Amini and
Martin Tak{\'{a}}c and
Nader Motee},
editor = {Fumitoshi Matsuno and
Shun{-}ichi Azuma and
Masahito Yamamoto},
title = {Classification-Aware Path Planning of Network of Robots},
booktitle = {Distributed Autonomous Robotic Systems - 15th International Symposium,
{DARS} 2021, June 1-4, 2021, Online Event},
series = {Springer Proceedings in Advanced Robotics},
volume = {22},
pages = {294--305},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-92790-5\_23},
doi = {10.1007/978-3-030-92790-5\_23},
timestamp = {Wed, 12 Jun 2024 21:04:54 +0200},
biburl = {https://dblp.org/rec/conf/dars/LiuATM21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/educon/TakacsMVKSVBMSG21,
author = {Gergely Tak{\'{a}}cs and
Erik Mikulas and
Anna Vargov{\'{a}} and
Tibor Konkoly and
Patrik S{\'{\i}}ma and
Luk{\'{a}}s Vadovic and
Mat{\'{u}}s B{\'{\i}}ro and
Marko Michal and
Matej Simovec and
Martin Gulan},
editor = {Thomas Klinger and
Christian Kollmitzer and
Andreas Pester},
title = {BOBShield: An Open-Source Miniature "Ball and Beam" Device for Control
Engineering Education},
booktitle = {{IEEE} Global Engineering Education Conference, {EDUCON} 2021, Vienna,
Austria, April 21-23, 2021},
pages = {1155--1161},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/EDUCON46332.2021.9454013},
doi = {10.1109/EDUCON46332.2021.9454013},
timestamp = {Sun, 06 Oct 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/educon/TakacsMVKSVBMSG21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/fie/TakacsBMKG21,
author = {Gergely Tak{\'{a}}cs and
J{\'{a}}n Boldock{\'{y}} and
Erik Mikulas and
Tibor Konkoly and
Martin Gulan},
title = {MotoShield: Open Miniaturized {DC} Motor Hardware Prototype for Control
Education},
booktitle = {{IEEE} Frontiers in Education Conference, {FIE} 2021, Lincoln, NE,
USA, October 13-16, 2021},
pages = {1--9},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/FIE49875.2021.9637210},
doi = {10.1109/FIE49875.2021.9637210},
timestamp = {Sun, 06 Oct 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/fie/TakacsBMKG21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdl/SagarMHMPNYCKJT21,
author = {Mark Sagar and
Alecia Moser and
Annette M. E. Henderson and
Sam Morrison and
Nathan Pages and
Alireza Nejati and
Wan{-}Ting Yeh and
Jonathan Conder and
Alistair Knott and
Khurram Jawed and
Martin Tak{\'{a}}c},
title = {A platform for embodied models of infant cognition, and its use in
a model of event perception},
booktitle = {{IEEE} International Conference on Development and Learning, {ICDL}
2021, Beijing, China, August 23-26, 2021},
pages = {1--7},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/ICDL49984.2021.9515612},
doi = {10.1109/ICDL49984.2021.9515612},
timestamp = {Fri, 22 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdl/SagarMHMPNYCKJT21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2102-09700,
author = {Zheng Shi and
Nicolas Loizou and
Peter Richt{\'{a}}rik and
Martin Tak{\'{a}}c},
title = {{AI-SARAH:} Adaptive and Implicit Stochastic Recursive Gradient Methods},
journal = {CoRR},
volume = {abs/2102.09700},
year = {2021},
url = {https://arxiv.org/abs/2102.09700},
eprinttype = {arXiv},
eprint = {2102.09700},
timestamp = {Wed, 11 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2102-09700.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2107-02423,
author = {Hui Ye and
Xiulong Yang and
Martin Tak{\'{a}}c and
Rajshekhar Sunderraman and
Shihao Ji},
title = {Improving Text-to-Image Synthesis Using Contrastive Learning},
journal = {CoRR},
volume = {abs/2107.02423},
year = {2021},
url = {https://arxiv.org/abs/2107.02423},
eprinttype = {arXiv},
eprint = {2107.02423},
timestamp = {Wed, 11 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2107-02423.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2109-05198,
author = {Majid Jahani and
Sergey Rusakov and
Zheng Shi and
Peter Richt{\'{a}}rik and
Michael W. Mahoney and
Martin Tak{\'{a}}c},
title = {Doubly Adaptive Scaled Algorithm for Machine Learning Using Second-Order
Information},
journal = {CoRR},
volume = {abs/2109.05198},
year = {2021},
url = {https://arxiv.org/abs/2109.05198},
eprinttype = {arXiv},
eprint = {2109.05198},
timestamp = {Wed, 11 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2109-05198.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2111-13322,
author = {Aleksandr Beznosikov and
Martin Tak{\'{a}}c},
title = {Random-reshuffled {SARAH} does not need a full gradient computations},
journal = {CoRR},
volume = {abs/2111.13322},
year = {2021},
url = {https://arxiv.org/abs/2111.13322},
eprinttype = {arXiv},
eprint = {2111.13322},
timestamp = {Wed, 11 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2111-13322.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cacie/GulgecTP20,
author = {Nur Sila Gulgec and
Martin Tak{\'{a}}c and
Shamim N. Pakzad},
title = {Structural sensing with deep learning: Strain estimation from acceleration
data for fatigue assessment},
journal = {Comput. Aided Civ. Infrastructure Eng.},
volume = {35},
number = {12},
pages = {1349--1364},
year = {2020},
url = {https://doi.org/10.1111/mice.12565},
doi = {10.1111/MICE.12565},
timestamp = {Sun, 06 Oct 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/cacie/GulgecTP20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/iiset/OroojlooyjadidS20,
author = {Afshin Oroojlooyjadid and
Lawrence V. Snyder and
Martin Tak{\'{a}}c},
title = {Applying deep learning to the newsvendor problem},
journal = {{IISE} Trans.},
volume = {52},
number = {4},
pages = {444--463},
year = {2020},
url = {https://doi.org/10.1080/24725854.2019.1632502},
doi = {10.1080/24725854.2019.1632502},
timestamp = {Wed, 11 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/iiset/OroojlooyjadidS20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/MokhtariKTR20,
author = {Aryan Mokhtari and
Alec Koppel and
Martin Tak{\'{a}}c and
Alejandro Ribeiro},
title = {A Class of Parallel Doubly Stochastic Algorithms for Large-Scale Learning},
journal = {J. Mach. Learn. Res.},
volume = {21},
pages = {120:1--120:51},
year = {2020},
url = {https://jmlr.org/papers/v21/16-311.html},
timestamp = {Wed, 11 Sep 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/MokhtariKTR20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/oms/BerahasT20,
author = {Albert S. Berahas and
Martin Tak{\'{a}}c},
title = {A robust multi-batch {L-BFGS} method for machine learning},
journal = {Optim. Methods Softw.},
volume = {35},
number = {1},
pages = {191--219},
year = {2020},
url = {https://doi.org/10.1080/10556788.2019.1658107},
doi = {10.1080/10556788.2019.1658107},
timestamp = {Wed, 11 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/oms/BerahasT20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/siammax/RichtarikT20,
author = {Peter Richt{\'{a}}rik and
Martin Tak{\'{a}}c},
title = {Stochastic Reformulations of Linear Systems: Algorithms and Convergence
Theory},
journal = {{SIAM} J. Matrix Anal. Appl.},
volume = {41},
number = {2},
pages = {487--524},
year = {2020},
url = {https://doi.org/10.1137/18M1179249},
doi = {10.1137/18M1179249},
timestamp = {Wed, 11 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/siammax/RichtarikT20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/JahaniHMMMRT20,
author = {Majid Jahani and
Xi He and
Chenxin Ma and
Aryan Mokhtari and
Dheevatsa Mudigere and
Alejandro Ribeiro and
Martin Tak{\'{a}}c},
editor = {Silvia Chiappa and
Roberto Calandra},
title = {Efficient Distributed Hessian Free Algorithm for Large-scale Empirical
Risk Minimization via Accumulating Sample Strategy},
booktitle = {The 23rd International Conference on Artificial Intelligence and Statistics,
{AISTATS} 2020, 26-28 August 2020, Online [Palermo, Sicily, Italy]},
series = {Proceedings of Machine Learning Research},
volume = {108},
pages = {2634--2644},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v108/jahani20a.html},
timestamp = {Wed, 11 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/aistats/JahaniHMMMRT20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cdc/GulanNT20,
author = {Martin Gulan and
Ngoc Anh Nguyen and
Gergely Tak{\'{a}}cs},
title = {Convex Lifting Based Inverse Parametric Optimization for Implicit
Model Predictive Control: {A} Case Study},
booktitle = {59th {IEEE} Conference on Decision and Control, {CDC} 2020, Jeju Island,
South Korea, December 14-18, 2020},
pages = {2501--2508},
publisher = {{IEEE}},
year = {2020},
url = {https://doi.org/10.1109/CDC42340.2020.9304148},
doi = {10.1109/CDC42340.2020.9304148},
timestamp = {Fri, 04 Mar 2022 13:31:02 +0100},
biburl = {https://dblp.org/rec/conf/cdc/GulanNT20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/educon/TakacsMMG20,
author = {Gergely Tak{\'{a}}cs and
Jakub Mihal{\'{\i}}k and
Erik Mikulas and
Martin Gulan},
title = {MagnetoShield: Prototype of a Low-Cost Magnetic Levitation Device
for Control Education},
booktitle = {2020 {IEEE} Global Engineering Education Conference, {EDUCON} 2020,
Porto, Portugal, April 27-30, 2020},
pages = {1516--1525},
publisher = {{IEEE}},
year = {2020},
url = {https://doi.org/10.1109/EDUCON45650.2020.9125091},
doi = {10.1109/EDUCON45650.2020.9125091},
timestamp = {Sun, 06 Oct 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/educon/TakacsMMG20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icann/TakacKS20,
author = {Martin Tak{\'{a}}c and
Alistair Knott and
Mark Sagar},
editor = {Igor Farkas and
Paolo Masulli and
Stefan Wermter},
title = {SOM-Based System for Sequence Chunking and Planning},
booktitle = {Artificial Neural Networks and Machine Learning - {ICANN} 2020 - 29th
International Conference on Artificial Neural Networks, Bratislava,
Slovakia, September 15-18, 2020, Proceedings, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {12396},
pages = {672--684},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-61609-0\_53},
doi = {10.1007/978-3-030-61609-0\_53},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icann/TakacKS20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icmla/ShiGBPT20,
author = {Zheng Shi and
Nur Sila Gulgec and
Albert S. Berahas and
Shamim N. Pakzad and
Martin Tak{\'{a}}c},
editor = {M. Arif Wani and
Feng Luo and
Xiaolin Andy Li and
Dejing Dou and
Francesco Bonchi},
title = {Finite Difference Neural Networks: Fast Prediction of Partial Differential
Equations},
booktitle = {19th {IEEE} International Conference on Machine Learning and Applications,
{ICMLA} 2020, Miami, FL, USA, December 14-17, 2020},
pages = {130--135},
publisher = {{IEEE}},
year = {2020},
url = {https://doi.org/10.1109/ICMLA51294.2020.00029},
doi = {10.1109/ICMLA51294.2020.00029},
timestamp = {Sun, 06 Oct 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icmla/ShiGBPT20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/JahaniNRBT20,
author = {Majid Jahani and
MohammadReza Nazari and
Sergey Rusakov and
Albert S. Berahas and
Martin Tak{\'{a}}c},
editor = {Giuseppe Nicosia and
Varun Ojha and
Emanuele La Malfa and
Giorgio Jansen and
Vincenzo Sciacca and
Panos M. Pardalos and
Giovanni Giuffrida and
Renato Umeton},
title = {Scaling Up Quasi-newton Algorithms: Communication Efficient Distributed
{SR1}},
booktitle = {Machine Learning, Optimization, and Data Science - 6th International
Conference, {LOD} 2020, Siena, Italy, July 19-23, 2020, Revised Selected
Papers, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {12565},
pages = {41--54},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-64583-0\_5},
doi = {10.1007/978-3-030-64583-0\_5},
timestamp = {Wed, 11 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mod/JahaniNRBT20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2006-01892,
author = {Zheng Shi and
Nur Sila Gulgec and
Albert S. Berahas and
Shamim N. Pakzad and
Martin Tak{\'{a}}c},
title = {Finite Difference Neural Networks: Fast Prediction of Partial Differential
Equations},
journal = {CoRR},
volume = {abs/2006.01892},
year = {2020},
url = {https://arxiv.org/abs/2006.01892},
eprinttype = {arXiv},
eprint = {2006.01892},
timestamp = {Wed, 11 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2006-01892.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2006-11984,
author = {Ruben Solozabal and
Josu Ceberio and
Martin Tak{\'{a}}c},
title = {Constrained Combinatorial Optimization with Reinforcement Learning},
journal = {CoRR},
volume = {abs/2006.11984},
year = {2020},
url = {https://arxiv.org/abs/2006.11984},
eprinttype = {arXiv},
eprint = {2006.11984},
timestamp = {Wed, 11 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2006-11984.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2007-01814,
author = {Soheil Sadeghi Eshkevari and
Martin Tak{\'{a}}c and
Shamim N. Pakzad and
Majid Jahani},
title = {DynNet: Physics-based neural architecture design for linear and nonlinear
structural response modeling and prediction},
journal = {CoRR},
volume = {abs/2007.01814},
year = {2020},
url = {https://arxiv.org/abs/2007.01814},
eprinttype = {arXiv},
eprint = {2007.01814},
timestamp = {Wed, 11 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2007-01814.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2012-10480,
author = {Guangyi Liu and
Arash Amini and
Martin Tak{\'{a}}c and
H{\'{e}}ctor Mu{\~{n}}oz{-}Avila and
Nader Motee},
title = {Reinforcement Learning based Multi-Robot Classification via Scalable
Communication Structure},
journal = {CoRR},
volume = {abs/2012.10480},
year = {2020},
url = {https://arxiv.org/abs/2012.10480},
eprinttype = {arXiv},
eprint = {2012.10480},
timestamp = {Wed, 11 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2012-10480.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jccee/Gulgec0P19,
author = {Nur Sila Gulgec and
Martin Tak{\'{a}}c and
Shamim N. Pakzad},
title = {Convolutional Neural Network Approach for Robust Structural Damage
Detection and Localization},
journal = {J. Comput. Civ. Eng.},
volume = {33},
number = {3},
year = {2019},
url = {https://doi.org/10.1061/(asce)cp.1943-5487.0000820},
doi = {10.1061/(ASCE)CP.1943-5487.0000820},
timestamp = {Sun, 06 Oct 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jccee/Gulgec0P19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/NguyenNRSTD19,
author = {Lam M. Nguyen and
Phuong Ha Nguyen and
Peter Richt{\'{a}}rik and
Katya Scheinberg and
Martin Tak{\'{a}}c and
Marten van Dijk},
title = {New Convergence Aspects of Stochastic Gradient Algorithms},
journal = {J. Mach. Learn. Res.},
volume = {20},
pages = {176:1--176:49},
year = {2019},
url = {https://jmlr.org/papers/v20/18-759.html},
timestamp = {Wed, 11 Sep 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/NguyenNRSTD19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tcst/GulanTNORR19,
author = {Martin Gulan and
Gergely Tak{\'{a}}cs and
Ngoc Anh Nguyen and
Sorin Olaru and
Pedro Rodr{\'{\i}}guez{-}Ayerbe and
Boris Rohal{-}Ilkiv},
title = {Efficient Embedded Model Predictive Vibration Control via Convex Lifting},
journal = {{IEEE} Trans. Control. Syst. Technol.},
volume = {27},
number = {1},
pages = {48--62},
year = {2019},
url = {https://doi.org/10.1109/TCST.2017.2764019},
doi = {10.1109/TCST.2017.2764019},
timestamp = {Mon, 08 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tcst/GulanTNORR19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ascc/TakacsKG19,
author = {Gergely Tak{\'{a}}cs and
Tibor Konkoly and
Martin Gulan},
title = {OptoShield: {A} Low-Cost Tool for Control and Mechatronics Education},
booktitle = {12th Asian Control Conference, {ASCC} 2019, Kitakyushu-shi, Japan,
June 9-12, 2019},
pages = {1001--1006},
publisher = {{IEEE}},
year = {2019},
url = {https://ieeexplore.ieee.org/document/8765145},
timestamp = {Sun, 08 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ascc/TakacsKG19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/educon/TakacsGBKKMZS19,
author = {Gergely Tak{\'{a}}cs and
Martin Gulan and
Juraj Bavlna and
Richard Koplinger and
Michal Kov{\'{a}}c and
Erik Mikulas and
Sohaibullah Zarghoon and
Richard Salini},
editor = {Alaa K. Ashmawy and
Sebastian Schreiter},
title = {HeatShield: a Low-Cost Didactic Device for Control Education Simulating
3D Printer Heater Blocks},
booktitle = {{IEEE} Global Engineering Education Conference, {EDUCON} 2019, Dubai,
United Arab Emirates, April 8-11, 2019},
pages = {374--383},
publisher = {{IEEE}},
year = {2019},
url = {https://doi.org/10.1109/EDUCON.2019.8725201},
doi = {10.1109/EDUCON.2019.8725201},
timestamp = {Sun, 06 Oct 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/educon/TakacsGBKKMZS19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ifsa/Bustince0ROMDT19,
author = {Humberto Bustince and
Javier Fern{\'{a}}ndez and
Iosu Rodr{\'{\i}}guez and
Borja de la Osa and
C{\'{e}}dric Marco{-}Detchart and
Jos{\'{e}} Antonio Sanz Delgado and
Zdenko Tak{\'{a}}c},
editor = {Ralph Baker Kearfott and
Ildar Z. Batyrshin and
Marek Z. Reformat and
Martine Ceberio and
Vladik Kreinovich},
title = {A New Axiomatic Approach to Interval-Valued Entropy},
booktitle = {Fuzzy Techniques: Theory and Applications - Proceedings of the 2019
Joint World Congress of the International Fuzzy Systems Association
and the Annual Conference of the North American Fuzzy Information
Processing Society IFSA/NAFIPS'2019 (Lafayette, Louisiana, USA, June
18-21, 2019)},
series = {Advances in Intelligent Systems and Computing},
volume = {1000},
pages = {3--12},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-21920-8\_1},
doi = {10.1007/978-3-030-21920-8\_1},
timestamp = {Sun, 04 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ifsa/Bustince0ROMDT19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/KrechetovMMT19,
author = {Mikhail Krechetov and
Jakub Marecek and
Yury Maximov and
Martin Tak{\'{a}}c},
editor = {Sarit Kraus},
title = {Entropy-Penalized Semidefinite Programming},
booktitle = {Proceedings of the Twenty-Eighth International Joint Conference on
Artificial Intelligence, {IJCAI} 2019, Macao, China, August 10-16,
2019},
pages = {1123--1129},
publisher = {ijcai.org},
year = {2019},
url = {https://doi.org/10.24963/ijcai.2019/157},
doi = {10.24963/IJCAI.2019/157},
timestamp = {Tue, 15 Oct 2024 16:43:28 +0200},
biburl = {https://dblp.org/rec/conf/ijcai/KrechetovMMT19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iros/MousaviNTM19,
author = {Hossein K. Mousavi and
MohammadReza Nazari and
Martin Tak{\'{a}}c and
Nader Motee},
title = {Multi-Agent Image Classification via Reinforcement Learning},
booktitle = {2019 {IEEE/RSJ} International Conference on Intelligent Robots and
Systems, {IROS} 2019, Macau, SAR, China, November 3-8, 2019},
pages = {5020--5027},
publisher = {{IEEE}},
year = {2019},
url = {https://doi.org/10.1109/IROS40897.2019.8968129},
doi = {10.1109/IROS40897.2019.8968129},
timestamp = {Wed, 11 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/iros/MousaviNTM19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1901-09269,
author = {Konstantin Mishchenko and
Eduard Gorbunov and
Martin Tak{\'{a}}c and
Peter Richt{\'{a}}rik},
title = {Distributed Learning with Compressed Gradient Differences},
journal = {CoRR},
volume = {abs/1901.09269},
year = {2019},
url = {http://arxiv.org/abs/1901.09269},
eprinttype = {arXiv},
eprint = {1901.09269},
timestamp = {Wed, 11 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1901-09269.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1901-09997,
author = {Albert S. Berahas and
Majid Jahani and
Martin Tak{\'{a}}c},
title = {Quasi-Newton Methods for Deep Learning: Forget the Past, Just Sample},
journal = {CoRR},
volume = {abs/1901.09997},
year = {2019},
url = {http://arxiv.org/abs/1901.09997},
eprinttype = {arXiv},
eprint = {1901.09997},
timestamp = {Wed, 11 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1901-09997.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1905-04835,
author = {Hossein K. Mousavi and
MohammadReza Nazari and
Martin Tak{\'{a}}c and
Nader Motee},
title = {Multi-Agent Image Classification via Reinforcement Learning},
journal = {CoRR},
volume = {abs/1905.04835},
year = {2019},
url = {http://arxiv.org/abs/1905.04835},
eprinttype = {arXiv},
eprint = {1905.04835},
timestamp = {Wed, 11 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1905-04835.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1905-13562,
author = {MohammadReza Nazari and
Majid Jahani and
Lawrence V. Snyder and
Martin Tak{\'{a}}c},
title = {Don't Forget Your Teacher: {A} Corrective Reinforcement Learning Framework},
journal = {CoRR},
volume = {abs/1905.13562},
year = {2019},
url = {http://arxiv.org/abs/1905.13562},
eprinttype = {arXiv},
eprint = {1905.13562},
timestamp = {Wed, 11 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1905-13562.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1909-09705,
author = {Hossein K. Mousavi and
Guangyi Liu and
Weihang Yuan and
Martin Tak{\'{a}}c and
H{\'{e}}ctor Mu{\~{n}}oz{-}Avila and
Nader Motee},
title = {A Layered Architecture for Active Perception: Image Classification
using Deep Reinforcement Learning},
journal = {CoRR},
volume = {abs/1909.09705},
year = {2019},
url = {http://arxiv.org/abs/1909.09705},
eprinttype = {arXiv},
eprint = {1909.09705},
timestamp = {Wed, 11 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1909-09705.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1910-12680,
author = {Nur Sila Gulgec and
Zheng Shi and
Neil Deshmukh and
Shamim N. Pakzad and
Martin Tak{\'{a}}c},
title = {FD-Net with Auxiliary Time Steps: Fast Prediction of PDEs using Hessian-Free
Trust-Region Methods},
journal = {CoRR},
volume = {abs/1910.12680},
year = {2019},
url = {http://arxiv.org/abs/1910.12680},
eprinttype = {arXiv},
eprint = {1910.12680},
timestamp = {Wed, 11 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1910-12680.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1912-09925,
author = {S{\'{e}}lim Chraibi and
Ahmed Khaled and
Dmitry Kovalev and
Peter Richt{\'{a}}rik and
Adil Salim and
Martin Tak{\'{a}}c},
title = {Distributed Fixed Point Methods with Compressed Iterates},
journal = {CoRR},
volume = {abs/1912.09925},
year = {2019},
url = {http://arxiv.org/abs/1912.09925},
eprinttype = {arXiv},
eprint = {1912.09925},
timestamp = {Wed, 11 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1912-09925.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/fams/0004TT18,
author = {Xi He and
Rachael Tappenden and
Martin Tak{\'{a}}c},
title = {Dual Free Adaptive Minibatch {SDCA} for Empirical Risk Minimization},
journal = {Frontiers Appl. Math. Stat.},
volume = {4},
pages = {33},
year = {2018},
url = {https://doi.org/10.3389/fams.2018.00033},
doi = {10.3389/FAMS.2018.00033},
timestamp = {Wed, 11 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/fams/0004TT18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/oms/TappendenTR18,
author = {Rachael Tappenden and
Martin Tak{\'{a}}c and
Peter Richt{\'{a}}rik},
title = {On the complexity of parallel coordinate descent},
journal = {Optim. Methods Softw.},
volume = {33},
number = {2},
pages = {372--395},
year = {2018},
url = {https://doi.org/10.1080/10556788.2017.1392517},
doi = {10.1080/10556788.2017.1392517},
timestamp = {Wed, 11 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/oms/TappendenTR18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/eucc/MikulasGT18,
author = {Erik Mikulas and
Martin Gulan and
Gergely Tak{\'{a}}cs},
title = {Model Predictive Torque Vectoring Control for a Formula Student Electric
Racing Car},
booktitle = {16th European Control Conference, {ECC} 2018, Limassol, Cyprus, June
12-15, 2018},
pages = {581--588},
publisher = {{IEEE}},
year = {2018},
url = {https://doi.org/10.23919/ECC.2018.8550124},
doi = {10.23919/ECC.2018.8550124},
timestamp = {Sun, 06 Oct 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/eucc/MikulasGT18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/NguyenNDRST18,
author = {Lam M. Nguyen and
Phuong Ha Nguyen and
Marten van Dijk and
Peter Richt{\'{a}}rik and
Katya Scheinberg and
Martin Tak{\'{a}}c},
editor = {Jennifer G. Dy and
Andreas Krause},
title = {{SGD} and Hogwild! Convergence Without the Bounded Gradients Assumption},
booktitle = {Proceedings of the 35th International Conference on Machine Learning,
{ICML} 2018, Stockholmsm{\"{a}}ssan, Stockholm, Sweden, July
10-15, 2018},
series = {Proceedings of Machine Learning Research},
volume = {80},
pages = {3747--3755},
publisher = {{PMLR}},
year = {2018},
url = {http://proceedings.mlr.press/v80/nguyen18c.html},
timestamp = {Wed, 11 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/NguyenNDRST18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/NazariOST18,
author = {MohammadReza Nazari and
Afshin Oroojlooy and
Lawrence V. Snyder and
Martin Tak{\'{a}}c},
editor = {Samy Bengio and
Hanna M. Wallach and
Hugo Larochelle and
Kristen Grauman and
Nicol{\`{o}} Cesa{-}Bianchi and
Roman Garnett},
title = {Reinforcement Learning for Solving the Vehicle Routing Problem},
booktitle = {Advances in Neural Information Processing Systems 31: Annual Conference
on Neural Information Processing Systems 2018, NeurIPS 2018, December
3-8, 2018, Montr{\'{e}}al, Canada},
pages = {9861--9871},
year = {2018},
url = {https://proceedings.neurips.cc/paper/2018/hash/9fb4651c05b2ed70fba5afe0b039a550-Abstract.html},
timestamp = {Wed, 11 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/NazariOST18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/MarecekRT18,
author = {Jakub Marecek and
Peter Richt{\'{a}}rik and
Martin Tak{\'{a}}c},
editor = {Ulf Brefeld and
Edward Curry and
Elizabeth Daly and
Brian MacNamee and
Alice Marascu and
Fabio Pinelli and
Michele Berlingerio and
Neil Hurley},
title = {Matrix Completion Under Interval Uncertainty: Highlights},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2018, Dublin, Ireland, September 10-14, 2018, Proceedings,
Part {III}},
series = {Lecture Notes in Computer Science},
volume = {11053},
pages = {621--625},
publisher = {Springer},
year = {2018},
url = {https://doi.org/10.1007/978-3-030-10997-4\_38},
doi = {10.1007/978-3-030-10997-4\_38},
timestamp = {Wed, 11 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/MarecekRT18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1802-03801,
author = {Lam M. Nguyen and
Phuong Ha Nguyen and
Marten van Dijk and
Peter Richt{\'{a}}rik and
Katya Scheinberg and
Martin Tak{\'{a}}c},
title = {{SGD} and Hogwild! Convergence Without the Bounded Gradients Assumption},
journal = {CoRR},
volume = {abs/1802.03801},
year = {2018},
url = {http://arxiv.org/abs/1802.03801},
eprinttype = {arXiv},
eprint = {1802.03801},
timestamp = {Wed, 11 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1802-03801.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1802-04240,
author = {MohammadReza Nazari and
Afshin Oroojlooy and
Lawrence V. Snyder and
Martin Tak{\'{a}}c},
title = {Deep Reinforcement Learning for Solving the Vehicle Routing Problem},
journal = {CoRR},
volume = {abs/1802.04240},
year = {2018},
url = {http://arxiv.org/abs/1802.04240},
eprinttype = {arXiv},
eprint = {1802.04240},
timestamp = {Wed, 11 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1802-04240.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1803-10647,
author = {Krishnan Kumaran and
Dimitri J. Papageorgiou and
Yutong Chang and
Minhan Li and
Martin Tak{\'{a}}c},
title = {Active Metric Learning for Supervised Classification},
journal = {CoRR},
volume = {abs/1803.10647},
year = {2018},
url = {http://arxiv.org/abs/1803.10647},
eprinttype = {arXiv},
eprint = {1803.10647},
timestamp = {Wed, 11 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1803-10647.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1807-05328,
author = {Jie Liu and
Yu Rong and
Martin Tak{\'{a}}c and
Junzhou Huang},
title = {On the Acceleration of {L-BFGS} with Second-Order Information and
Stochastic Batches},
journal = {CoRR},
volume = {abs/1807.05328},
year = {2018},
url = {http://arxiv.org/abs/1807.05328},
eprinttype = {arXiv},
eprint = {1807.05328},
timestamp = {Wed, 11 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1807-05328.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1810-11507,
author = {Majid Jahani and
Xi He and
Chenxin Ma and
Aryan Mokhtari and
Dheevatsa Mudigere and
Alejandro Ribeiro and
Martin Tak{\'{a}}c},
title = {Efficient Distributed Hessian Free Algorithm for Large-scale Empirical
Risk Minimization via Accumulating Sample Strategy},
journal = {CoRR},
volume = {abs/1810.11507},
year = {2018},
url = {http://arxiv.org/abs/1810.11507},
eprinttype = {arXiv},
eprint = {1810.11507},
timestamp = {Wed, 11 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1810-11507.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1811-10105,
author = {Lam M. Nguyen and
Katya Scheinberg and
Martin Tak{\'{a}}c},
title = {Inexact {SARAH} Algorithm for Stochastic Optimization},
journal = {CoRR},
volume = {abs/1811.10105},
year = {2018},
url = {http://arxiv.org/abs/1811.10105},
eprinttype = {arXiv},
eprint = {1811.10105},
timestamp = {Wed, 11 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1811-10105.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1811-12403,
author = {Lam M. Nguyen and
Phuong Ha Nguyen and
Peter Richt{\'{a}}rik and
Katya Scheinberg and
Martin Tak{\'{a}}c and
Marten van Dijk},
title = {New Convergence Aspects of Stochastic Gradient Algorithms},
journal = {CoRR},
volume = {abs/1811.12403},
year = {2018},
url = {http://arxiv.org/abs/1811.12403},
eprinttype = {arXiv},
eprint = {1811.12403},
timestamp = {Wed, 11 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1811-12403.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/adb/PatrzykT17,
author = {Piotr M. Patrzyk and
Martin Tak{\'{a}}c},
title = {Cognitive adaptations to criminal justice lead to "paranoid" norm
obedience},
journal = {Adapt. Behav.},
volume = {25},
number = {2},
pages = {83--95},
year = {2017},
url = {https://doi.org/10.1177/1059712317693889},
doi = {10.1177/1059712317693889},
timestamp = {Wed, 11 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/adb/PatrzykT17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/eor/MarecekRT17,
author = {Jakub Marecek and
Peter Richt{\'{a}}rik and
Martin Tak{\'{a}}c},
title = {Matrix completion under interval uncertainty},
journal = {Eur. J. Oper. Res.},
volume = {256},
number = {1},
pages = {35--43},
year = {2017},
url = {https://doi.org/10.1016/j.ejor.2016.07.014},
doi = {10.1016/J.EJOR.2016.07.014},
timestamp = {Wed, 11 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/eor/MarecekRT17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jasss/PatrzykT17,
author = {Piotr M. Patrzyk and
Martin Tak{\'{a}}c},
title = {Cooperation Via Intimidation: An Emergent System of Mutual Threats
can Maintain Social Order},
journal = {J. Artif. Soc. Soc. Simul.},
volume = {20},
number = {4},
year = {2017},
url = {https://doi.org/10.18564/jasss.3336},
doi = {10.18564/JASSS.3336},
timestamp = {Wed, 11 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/jasss/PatrzykT17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/SmithFMTJJ17,
author = {Virginia Smith and
Simone Forte and
Chenxin Ma and
Martin Tak{\'{a}}c and
Michael I. Jordan and
Martin Jaggi},
title = {CoCoA: {A} General Framework for Communication-Efficient Distributed
Optimization},
journal = {J. Mach. Learn. Res.},
volume = {18},
pages = {230:1--230:49},
year = {2017},
url = {https://jmlr.org/papers/v18/16-512.html},
timestamp = {Wed, 11 Sep 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/SmithFMTJJ17.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/MarecekT17,
author = {Jakub Marecek and
Martin Tak{\'{a}}c},
title = {A low-rank coordinate-descent algorithm for semidefinite programming
relaxations of optimal power flow},
journal = {Optim. Methods Softw.},
volume = {32},
number = {4},
pages = {849--871},
year = {2017},
url = {https://doi.org/10.1080/10556788.2017.1288729},
doi = {10.1080/10556788.2017.1288729},
timestamp = {Wed, 11 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/oms/MarecekT17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tsg/LiuLMT17,
author = {Jie Liu and
Alan C. Liddell Jr. and
Jakub Marecek and
Martin Tak{\'{a}}c},
title = {Hybrid Methods in Solving Alternating-Current Optimal Power Flows},
journal = {{IEEE} Trans. Smart Grid},
volume = {8},
number = {6},
pages = {2988--2998},
year = {2017},
url = {https://doi.org/10.1109/TSG.2017.2715282},
doi = {10.1109/TSG.2017.2715282},
timestamp = {Wed, 11 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tsg/LiuLMT17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/HeMST17,
author = {Xi He and
Dheevatsa Mudigere and
Mikhail Smelyanskiy and
Martin Tak{\'{a}}c},
title = {Distributed Hessian-Free Optimization for Deep Neural Network},
booktitle = {The Workshops of the The Thirty-First {AAAI} Conference on Artificial
Intelligence, Saturday, February 4-9, 2017, San Francisco, California,
{USA}},
series = {{AAAI} Technical Report},
volume = {{WS-17}},
publisher = {{AAAI} Press},
year = {2017},
url = {http://aaai.org/ocs/index.php/WS/AAAIW17/paper/view/15124},
timestamp = {Mon, 04 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aaai/HeMST17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/MaT17,
author = {Chenxin Ma and
Martin Tak{\'{a}}c},
title = {Distributed Inexact Damped Newton Method: Data Partitioning and Work-Balancing},
booktitle = {The Workshops of the The Thirty-First {AAAI} Conference on Artificial
Intelligence, Saturday, February 4-9, 2017, San Francisco, California,
{USA}},
series = {{AAAI} Technical Report},
volume = {{WS-17}},
publisher = {{AAAI} Press},
year = {2017},
url = {http://aaai.org/ocs/index.php/WS/AAAIW17/paper/view/15136},
timestamp = {Mon, 04 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aaai/MaT17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/NguyenLST17,
author = {Lam M. Nguyen and
Jie Liu and
Katya Scheinberg and
Martin Tak{\'{a}}c},
editor = {Doina Precup and
Yee Whye Teh},
title = {{SARAH:} {A} Novel Method for Machine Learning Problems Using Stochastic
Recursive Gradient},
booktitle = {Proceedings of the 34th International Conference on Machine Learning,
{ICML} 2017, Sydney, NSW, Australia, 6-11 August 2017},
series = {Proceedings of Machine Learning Research},
volume = {70},
pages = {2613--2621},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v70/nguyen17b.html},
timestamp = {Wed, 11 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/NguyenLST17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/BerahasT17,
author = {Albert S. Berahas and
Martin Tak{\'{a}}c},
title = {A Robust Multi-Batch {L-BFGS} Method for Machine Learning},
journal = {CoRR},
volume = {abs/1707.08552},
year = {2017},
url = {http://arxiv.org/abs/1707.08552},
eprinttype = {arXiv},
eprint = {1707.08552},
timestamp = {Wed, 11 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/BerahasT17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/NguyenLST17,
author = {Lam M. Nguyen and
Jie Liu and
Katya Scheinberg and
Martin Tak{\'{a}}c},
title = {{SARAH:} {A} Novel Method for Machine Learning Problems Using Stochastic
Recursive Gradient},
journal = {CoRR},
volume = {abs/1703.00102},
year = {2017},
url = {http://arxiv.org/abs/1703.00102},
eprinttype = {arXiv},
eprint = {1703.00102},
timestamp = {Wed, 11 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/NguyenLST17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/NguyenLST17a,
author = {Lam M. Nguyen and
Jie Liu and
Katya Scheinberg and
Martin Tak{\'{a}}c},
title = {Stochastic Recursive Gradient Algorithm for Nonconvex Optimization},
journal = {CoRR},
volume = {abs/1705.07261},
year = {2017},
url = {http://arxiv.org/abs/1705.07261},
eprinttype = {arXiv},
eprint = {1705.07261},
timestamp = {Wed, 11 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/NguyenLST17a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/RichtarikT17,
author = {Peter Richt{\'{a}}rik and
Martin Tak{\'{a}}c},
title = {Stochastic Reformulations of Linear Systems: Algorithms and Convergence
Theory},
journal = {CoRR},
volume = {abs/1706.01108},
year = {2017},
url = {http://arxiv.org/abs/1706.01108},
eprinttype = {arXiv},
eprint = {1706.01108},
timestamp = {Wed, 11 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/RichtarikT17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1708-05924,
author = {Afshin Oroojlooyjadid and
MohammadReza Nazari and
Lawrence V. Snyder and
Martin Tak{\'{a}}c},
title = {A Deep Q-Network for the Beer Game with Partial Information},
journal = {CoRR},
volume = {abs/1708.05924},
year = {2017},
url = {http://arxiv.org/abs/1708.05924},
eprinttype = {arXiv},
eprint = {1708.05924},
timestamp = {Wed, 11 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1708-05924.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1709-06922,
author = {Afshin Oroojlooyjadid and
Lawrence V. Snyder and
Martin Tak{\'{a}}c},
title = {Stock-out Prediction in Multi-echelon Networks},
journal = {CoRR},
volume = {abs/1709.06922},
year = {2017},
url = {http://arxiv.org/abs/1709.06922},
eprinttype = {arXiv},
eprint = {1709.06922},
timestamp = {Wed, 11 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1709-06922.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1710-03695,
author = {Chenxin Ma and
Naga Venkata C. Gudapati and
Majid Jahani and
Rachael Tappenden and
Martin Tak{\'{a}}c},
title = {Underestimate Sequences via Quadratic Averaging},
journal = {CoRR},
volume = {abs/1710.03695},
year = {2017},
url = {http://arxiv.org/abs/1710.03695},
eprinttype = {arXiv},
eprint = {1710.03695},
timestamp = {Wed, 11 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1710-03695.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1711-05305,
author = {Chenxin Ma and
Martin Jaggi and
Frank E. Curtis and
Nathan Srebro and
Martin Tak{\'{a}}c},
title = {An Accelerated Communication-Efficient Primal-Dual Optimization Framework
for Structured Machine Learning},
journal = {CoRR},
volume = {abs/1711.05305},
year = {2017},
url = {http://arxiv.org/abs/1711.05305},
eprinttype = {arXiv},
eprint = {1711.05305},
timestamp = {Wed, 11 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1711-05305.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cogsr/PalkovicsT16,
author = {Michael Anton Palkovics and
Martin Tak{\'{a}}c},
title = {Exploration of cognition-affect and Type 1-Type 2 dichotomies in a
computational model of decision making},
journal = {Cogn. Syst. Res.},
volume = {40},
pages = {144--160},
year = {2016},
url = {https://doi.org/10.1016/j.cogsys.2016.06.001},
doi = {10.1016/J.COGSYS.2016.06.001},
timestamp = {Wed, 11 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/cogsr/PalkovicsT16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/MaTT16,
author = {Chenxin Ma and
Rachael Tappenden and
Martin Tak{\'{a}}c},
title = {Linear Convergence of Randomized Feasible Descent Methods Under the
Weak Strong Convexity Assumption},
journal = {J. Mach. Learn. Res.},
volume = {17},
pages = {230:1--230:24},
year = {2016},
url = {https://jmlr.org/papers/v17/15-541.html},
timestamp = {Wed, 11 Sep 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/MaTT16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/RichtarikT16,
author = {Peter Richt{\'{a}}rik and
Martin Tak{\'{a}}c},
title = {Distributed Coordinate Descent Method for Learning with Big Data},
journal = {J. Mach. Learn. Res.},
volume = {17},
pages = {75:1--75:25},
year = {2016},
url = {https://jmlr.org/papers/v17/15-001.html},
timestamp = {Wed, 11 Sep 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/RichtarikT16.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/mp/RichtarikT16,
author = {Peter Richt{\'{a}}rik and
Martin Tak{\'{a}}c},
title = {Parallel coordinate descent methods for big data optimization},
journal = {Math. Program.},
volume = {156},
number = {1-2},
pages = {433--484},
year = {2016},
url = {https://doi.org/10.1007/s10107-015-0901-6},
doi = {10.1007/S10107-015-0901-6},
timestamp = {Wed, 11 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/mp/RichtarikT16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ol/RichtarikT16,
author = {Peter Richt{\'{a}}rik and
Martin Tak{\'{a}}c},
title = {On optimal probabilities in stochastic coordinate descent methods},
journal = {Optim. Lett.},
volume = {10},
number = {6},
pages = {1233--1243},
year = {2016},
url = {https://doi.org/10.1007/s11590-015-0916-1},
doi = {10.1007/S11590-015-0916-1},
timestamp = {Wed, 11 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ol/RichtarikT16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cogsci/TakacK16,
author = {Martin Tak{\'{a}}c and
Alistair Knott},
editor = {Anna Papafragou and
Daniel Grodner and
Daniel Mirman and
John C. Trueswell},
title = {Mechanisms for storing and accessing event representations in episodic
memory, and their expression in language: a neural network model},
booktitle = {Proceedings of the 38th Annual Meeting of the Cognitive Science Society,
Recognizing and Representing Events, CogSci 2016, Philadelphia, PA,
USA, August 10-13, 2016},
publisher = {cognitivesciencesociety.org},
year = {2016},
url = {https://mindmodeling.org/cogsci2016/papers/0103/index.html},
timestamp = {Thu, 18 Apr 2024 13:03:08 +0200},
biburl = {https://dblp.org/rec/conf/cogsci/TakacK16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cogsci/TakacK16a,
author = {Martin Tak{\'{a}}c and
Alistair Knott},
editor = {Anna Papafragou and
Daniel Grodner and
Daniel Mirman and
John C. Trueswell},
title = {Working memory encoding of events and their participants: a neural
network model with applications in sensorimotor processing and sentence
generation},
booktitle = {Proceedings of the 38th Annual Meeting of the Cognitive Science Society,
Recognizing and Representing Events, CogSci 2016, Philadelphia, PA,
USA, August 10-13, 2016},
publisher = {cognitivesciencesociety.org},
year = {2016},
url = {https://mindmodeling.org/cogsci2016/papers/0406/index.html},
timestamp = {Wed, 17 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cogsci/TakacK16a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/DunnerFTJ16,
author = {Celestine D{\"{u}}nner and
Simone Forte and
Martin Tak{\'{a}}c and
Martin Jaggi},
editor = {Maria{-}Florina Balcan and
Kilian Q. Weinberger},
title = {Primal-Dual Rates and Certificates},
booktitle = {Proceedings of the 33nd International Conference on Machine Learning,
{ICML} 2016, New York City, NY, USA, June 19-24, 2016},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {48},
pages = {783--792},
publisher = {JMLR.org},
year = {2016},
url = {http://proceedings.mlr.press/v48/dunner16.html},
timestamp = {Wed, 11 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/DunnerFTJ16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/QuRTF16,
author = {Zheng Qu and
Peter Richt{\'{a}}rik and
Martin Tak{\'{a}}c and
Olivier Fercoq},
editor = {Maria{-}Florina Balcan and
Kilian Q. Weinberger},
title = {{SDNA:} Stochastic Dual Newton Ascent for Empirical Risk Minimization},
booktitle = {Proceedings of the 33nd International Conference on Machine Learning,
{ICML} 2016, New York City, NY, USA, June 19-24, 2016},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {48},
pages = {1823--1832},
publisher = {JMLR.org},
year = {2016},
url = {http://proceedings.mlr.press/v48/qub16.html},
timestamp = {Wed, 11 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/QuRTF16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/BerahasNT16,
author = {Albert S. Berahas and
Jorge Nocedal and
Martin Tak{\'{a}}c},
editor = {Daniel D. Lee and
Masashi Sugiyama and
Ulrike von Luxburg and
Isabelle Guyon and
Roman Garnett},
title = {A Multi-Batch {L-BFGS} Method for Machine Learning},
booktitle = {Advances in Neural Information Processing Systems 29: Annual Conference
on Neural Information Processing Systems 2016, December 5-10, 2016,
Barcelona, Spain},
pages = {1055--1063},
year = {2016},
url = {https://proceedings.neurips.cc/paper/2016/hash/8ebda540cbcc4d7336496819a46a1b68-Abstract.html},
timestamp = {Wed, 11 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/BerahasNT16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/BerahasNT16,
author = {Albert S. Berahas and
Jorge Nocedal and
Martin Tak{\'{a}}c},
title = {A Multi-Batch {L-BFGS} Method for Machine Learning},
journal = {CoRR},
volume = {abs/1605.06049},
year = {2016},
url = {http://arxiv.org/abs/1605.06049},
eprinttype = {arXiv},
eprint = {1605.06049},
timestamp = {Wed, 11 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/BerahasNT16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/DunnerFTJ16,
author = {Celestine D{\"{u}}nner and
Simone Forte and
Martin Tak{\'{a}}c and
Martin Jaggi},
title = {Primal-Dual Rates and Certificates},
journal = {CoRR},
volume = {abs/1602.05205},
year = {2016},
url = {http://arxiv.org/abs/1602.05205},
eprinttype = {arXiv},
eprint = {1602.05205},
timestamp = {Wed, 11 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/DunnerFTJ16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/HeMST16,
author = {Xi He and
Dheevatsa Mudigere and
Mikhail Smelyanskiy and
Martin Tak{\'{a}}c},
title = {Large Scale Distributed Hessian-Free Optimization for Deep Neural
Network},
journal = {CoRR},
volume = {abs/1606.00511},
year = {2016},
url = {http://arxiv.org/abs/1606.00511},
eprinttype = {arXiv},
eprint = {1606.00511},
timestamp = {Wed, 11 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/HeMST16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/LiuT16e,
author = {Jie Liu and
Martin Tak{\'{a}}c},
title = {Projected Semi-Stochastic Gradient Descent Method with Mini-Batch
Scheme under Weak Strong Convexity Assumption},
journal = {CoRR},
volume = {abs/1612.05356},
year = {2016},
url = {http://arxiv.org/abs/1612.05356},
eprinttype = {arXiv},
eprint = {1612.05356},
timestamp = {Wed, 11 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/LiuT16e.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/MaT16,
author = {Chenxin Ma and
Martin Tak{\'{a}}c},
title = {Distributed Inexact Damped Newton Method: Data Partitioning and Load-Balancing},
journal = {CoRR},
volume = {abs/1603.05191},
year = {2016},
url = {http://arxiv.org/abs/1603.05191},
eprinttype = {arXiv},
eprint = {1603.05191},
timestamp = {Wed, 11 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/MaT16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/OroojlooyjadidS16,
author = {Afshin Oroojlooyjadid and
Lawrence V. Snyder and
Martin Tak{\'{a}}c},
title = {Applying Deep Learning to the Newsvendor Problem},
journal = {CoRR},
volume = {abs/1607.02177},
year = {2016},
url = {http://arxiv.org/abs/1607.02177},
eprinttype = {arXiv},
eprint = {1607.02177},
timestamp = {Wed, 11 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/OroojlooyjadidS16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/SmithFMTJJ16,
author = {Virginia Smith and
Simone Forte and
Chenxin Ma and
Martin Tak{\'{a}}c and
Michael I. Jordan and
Martin Jaggi},
title = {CoCoA: {A} General Framework for Communication-Efficient Distributed
Optimization},
journal = {CoRR},
volume = {abs/1611.02189},
year = {2016},
url = {http://arxiv.org/abs/1611.02189},
eprinttype = {arXiv},
eprint = {1611.02189},
timestamp = {Wed, 11 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/SmithFMTJJ16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cogcom/TakacK15,
author = {Martin Tak{\'{a}}c and
Alistair Knott},
title = {A Neural Network Model of Episode Representations in Working Memory},
journal = {Cogn. Comput.},
volume = {7},
number = {5},
pages = {509--525},
year = {2015},
url = {https://doi.org/10.1007/s12559-015-9330-3},
doi = {10.1007/S12559-015-9330-3},
timestamp = {Wed, 11 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/cogcom/TakacK15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/MaSJJRT15,
author = {Chenxin Ma and
Virginia Smith and
Martin Jaggi and
Michael I. Jordan and
Peter Richt{\'{a}}rik and
Martin Tak{\'{a}}c},
editor = {Francis R. Bach and
David M. Blei},
title = {Adding vs. Averaging in Distributed Primal-Dual Optimization},
booktitle = {Proceedings of the 32nd International Conference on Machine Learning,
{ICML} 2015, Lille, France, 6-11 July 2015},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {37},
pages = {1973--1982},
publisher = {JMLR.org},
year = {2015},
url = {http://proceedings.mlr.press/v37/mab15.html},
timestamp = {Wed, 11 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/MaSJJRT15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/HeT15,
author = {Xi He and
Martin Tak{\'{a}}c},
title = {Dual Free {SDCA} for Empirical Risk Minimization with Adaptive Probabilities},
journal = {CoRR},
volume = {abs/1510.06684},
year = {2015},
url = {http://arxiv.org/abs/1510.06684},
eprinttype = {arXiv},
eprint = {1510.06684},
timestamp = {Wed, 11 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/HeT15.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/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/corr/MaSJJRT15,
author = {Chenxin Ma and
Virginia Smith and
Martin Jaggi and
Michael I. Jordan and
Peter Richt{\'{a}}rik and
Martin Tak{\'{a}}c},
title = {Adding vs. Averaging in Distributed Primal-Dual Optimization},
journal = {CoRR},
volume = {abs/1502.03508},
year = {2015},
url = {http://arxiv.org/abs/1502.03508},
eprinttype = {arXiv},
eprint = {1502.03508},
timestamp = {Wed, 11 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/MaSJJRT15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/MaT15,
author = {Chenxin Ma and
Martin Tak{\'{a}}c},
title = {Partitioning Data on Features or Samples in Communication-Efficient
Distributed Optimization?},
journal = {CoRR},
volume = {abs/1510.06688},
year = {2015},
url = {http://arxiv.org/abs/1510.06688},
eprinttype = {arXiv},
eprint = {1510.06688},
timestamp = {Wed, 11 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/MaT15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/MaTT15,
author = {Chenxin Ma and
Rachael Tappenden and
Martin Tak{\'{a}}c},
title = {Linear Convergence of the Randomized Feasible Descent Method Under
the Weak Strong Convexity Assumption},
journal = {CoRR},
volume = {abs/1506.02530},
year = {2015},
url = {http://arxiv.org/abs/1506.02530},
eprinttype = {arXiv},
eprint = {1506.02530},
timestamp = {Wed, 11 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/MaTT15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/QuRTF15,
author = {Zheng Qu and
Peter Richt{\'{a}}rik and
Martin Tak{\'{a}}c and
Olivier Fercoq},
title = {{SDNA:} Stochastic Dual Newton Ascent for Empirical Risk Minimization},
journal = {CoRR},
volume = {abs/1502.02268},
year = {2015},
url = {http://arxiv.org/abs/1502.02268},
eprinttype = {arXiv},
eprint = {1502.02268},
timestamp = {Wed, 11 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/QuRTF15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/TakacRS15,
author = {Martin Tak{\'{a}}c and
Peter Richt{\'{a}}rik and
Nathan Srebro},
title = {Distributed Mini-Batch {SDCA}},
journal = {CoRR},
volume = {abs/1507.08322},
year = {2015},
url = {http://arxiv.org/abs/1507.08322},
eprinttype = {arXiv},
eprint = {1507.08322},
timestamp = {Wed, 11 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/TakacRS15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mp/RichtarikT14,
author = {Peter Richt{\'{a}}rik and
Martin Tak{\'{a}}c},
title = {Iteration complexity of randomized block-coordinate descent methods
for minimizing a composite function},
journal = {Math. Program.},
volume = {144},
number = {1-2},
pages = {1--38},
year = {2014},
url = {https://doi.org/10.1007/s10107-012-0614-z},
doi = {10.1007/S10107-012-0614-Z},
timestamp = {Wed, 11 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/mp/RichtarikT14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mlsp/FercoqQRT14,
author = {Olivier Fercoq and
Zheng Qu and
Peter Richt{\'{a}}rik and
Martin Tak{\'{a}}c},
title = {Fast distributed coordinate descent for non-strongly convex losses},
booktitle = {{IEEE} International Workshop on Machine Learning for Signal Processing,
{MLSP} 2014, Reims, France, September 21-24, 2014},
pages = {1--6},
publisher = {{IEEE}},
year = {2014},
url = {https://doi.org/10.1109/MLSP.2014.6958862},
doi = {10.1109/MLSP.2014.6958862},
timestamp = {Wed, 11 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mlsp/FercoqQRT14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/JaggiSTTKHJ14,
author = {Martin Jaggi and
Virginia Smith and
Martin Tak{\'{a}}c and
Jonathan Terhorst and
Sanjay Krishnan and
Thomas Hofmann and
Michael I. Jordan},
editor = {Zoubin Ghahramani and
Max Welling and
Corinna Cortes and
Neil D. Lawrence and
Kilian Q. Weinberger},
title = {Communication-Efficient Distributed Dual Coordinate Ascent},
booktitle = {Advances in Neural Information Processing Systems 27: Annual Conference
on Neural Information Processing Systems 2014, December 8-13 2014,
Montreal, Quebec, Canada},
pages = {3068--3076},
year = {2014},
url = {https://proceedings.neurips.cc/paper/2014/hash/894b77f805bd94d292574c38c5d628d5-Abstract.html},
timestamp = {Wed, 11 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/JaggiSTTKHJ14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/FercoqQRT14,
author = {Olivier Fercoq and
Zheng Qu and
Peter Richt{\'{a}}rik and
Martin Tak{\'{a}}c},
title = {Fast Distributed Coordinate Descent for Non-Strongly Convex Losses},
journal = {CoRR},
volume = {abs/1405.5300},
year = {2014},
url = {http://arxiv.org/abs/1405.5300},
eprinttype = {arXiv},
eprint = {1405.5300},
timestamp = {Wed, 11 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/FercoqQRT14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/JaggiSTTKHJ14,
author = {Martin Jaggi and
Virginia Smith and
Martin Tak{\'{a}}c and
Jonathan Terhorst and
Sanjay Krishnan and
Thomas Hofmann and
Michael I. Jordan},
title = {Communication-Efficient Distributed Dual Coordinate Ascent},
journal = {CoRR},
volume = {abs/1409.1458},
year = {2014},
url = {http://arxiv.org/abs/1409.1458},
eprinttype = {arXiv},
eprint = {1409.1458},
timestamp = {Wed, 11 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/JaggiSTTKHJ14.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/TakacMR14,
author = {Martin Tak{\'{a}}c and
Jakub Marecek and
Peter Richt{\'{a}}rik},
title = {Inequality-Constrained Matrix Completion: Adding the Obvious Helps!},
journal = {CoRR},
volume = {abs/1408.2467},
year = {2014},
url = {http://arxiv.org/abs/1408.2467},
eprinttype = {arXiv},
eprint = {1408.2467},
timestamp = {Wed, 11 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/TakacMR14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cogsci/TakacK13,
author = {Martin Tak{\'{a}}c and
Alistair Knott},
editor = {Markus Knauff and
Michael Pauen and
Natalie Sebanz and
Ipke Wachsmuth},
title = {A neural network model of working memory for episodes},
booktitle = {Proceedings of the 35th Annual Meeting of the Cognitive Science Society,
CogSci 2013, Berlin, Germany, July 31 - August 3, 2013},
publisher = {cognitivesciencesociety.org},
year = {2013},
url = {https://escholarship.org/uc/item/4j8185kx},
timestamp = {Tue, 30 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cogsci/TakacK13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/TakacBRS13,
author = {Martin Tak{\'{a}}c and
Avleen Singh Bijral and
Peter Richt{\'{a}}rik and
Nati Srebro},
title = {Mini-Batch Primal and Dual Methods for SVMs},
booktitle = {Proceedings of the 30th International Conference on Machine Learning,
{ICML} 2013, Atlanta, GA, USA, 16-21 June 2013},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {28},
pages = {1022--1030},
publisher = {JMLR.org},
year = {2013},
url = {http://proceedings.mlr.press/v28/takac13.html},
timestamp = {Wed, 11 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/TakacBRS13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/RichtarikT13,
author = {Peter Richt{\'{a}}rik and
Martin Tak{\'{a}}c},
title = {Distributed Coordinate Descent Method for Learning with Big Data},
journal = {CoRR},
volume = {abs/1310.2059},
year = {2013},
url = {http://arxiv.org/abs/1310.2059},
eprinttype = {arXiv},
eprint = {1310.2059},
timestamp = {Wed, 11 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/RichtarikT13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/RichtarikT13a,
author = {Peter Richt{\'{a}}rik and
Martin Tak{\'{a}}c},
title = {On Optimal Probabilities in Stochastic Coordinate Descent Methods},
journal = {CoRR},
volume = {abs/1310.3438},
year = {2013},
url = {http://arxiv.org/abs/1310.3438},
eprinttype = {arXiv},
eprint = {1310.3438},
timestamp = {Wed, 11 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/RichtarikT13a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/TakacACR13,
author = {Martin Tak{\'{a}}c and
Selin Damla Ahipasaoglu and
Ngai{-}Man Cheung and
Peter Richt{\'{a}}rik},
title = {{TOP-SPIN:} TOPic discovery via Sparse Principal component INterference},
journal = {CoRR},
volume = {abs/1311.1406},
year = {2013},
url = {http://arxiv.org/abs/1311.1406},
eprinttype = {arXiv},
eprint = {1311.1406},
timestamp = {Wed, 11 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/TakacACR13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1303-2314,
author = {Martin Tak{\'{a}}c and
Avleen Singh Bijral and
Peter Richt{\'{a}}rik and
Nathan Srebro},
title = {Mini-Batch Primal and Dual Methods for SVMs},
journal = {CoRR},
volume = {abs/1303.2314},
year = {2013},
url = {http://arxiv.org/abs/1303.2314},
eprinttype = {arXiv},
eprint = {1303.2314},
timestamp = {Wed, 11 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1303-2314.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iwaal/TakacCR0R12,
author = {Boris Takac and
Andreu Catal{\`{a}} and
Daniel Rodr{\'{\i}}guez Mart{\'{\i}}n and
Wei Chen and
Matthias Rauterberg},
editor = {Jos{\'{e}} Bravo and
Ram{\'{o}}n Herv{\'{a}}s and
Marcela Rodr{\'{\i}}guez},
title = {Ambient Sensor System for Freezing of Gait Detection by Spatial Context
Analysis},
booktitle = {Ambient Assisted Living and Home Care - 4th International Workshop,
{IWAAL} 2012, Vitoria-Gasteiz, Spain, December 3-5, 2012. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {7657},
pages = {232--239},
publisher = {Springer},
year = {2012},
url = {https://doi.org/10.1007/978-3-642-35395-6\_32},
doi = {10.1007/978-3-642-35395-6\_32},
timestamp = {Mon, 07 Nov 2022 21:23:27 +0100},
biburl = {https://dblp.org/rec/conf/iwaal/TakacCR0R12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1212-0873,
author = {Peter Richt{\'{a}}rik and
Martin Tak{\'{a}}c},
title = {Parallel Coordinate Descent Methods for Big Data Optimization},
journal = {CoRR},
volume = {abs/1212.0873},
year = {2012},
url = {http://arxiv.org/abs/1212.0873},
eprinttype = {arXiv},
eprint = {1212.0873},
timestamp = {Wed, 11 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1212-0873.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1212-4137,
author = {Peter Richt{\'{a}}rik and
Martin Tak{\'{a}}c and
Selin Damla Ahipasaoglu},
title = {Alternating Maximization: Unifying Framework for 8 Sparse {PCA} Formulations
and Efficient Parallel Codes},
journal = {CoRR},
volume = {abs/1212.4137},
year = {2012},
url = {http://arxiv.org/abs/1212.4137},
eprinttype = {arXiv},
eprint = {1212.4137},
timestamp = {Wed, 11 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1212-4137.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/electronicmarkets/TakacHS11,
author = {Carsten Takac and
Oliver Hinz and
Martin Spann},
title = {The social embeddedness of decision making: opportunities and challenges},
journal = {Electron. Mark.},
volume = {21},
number = {3},
pages = {185--195},
year = {2011},
url = {https://doi.org/10.1007/s12525-011-0066-y},
doi = {10.1007/S12525-011-0066-Y},
timestamp = {Fri, 13 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/electronicmarkets/TakacHS11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icann/TakacBK11,
author = {Martin Tak{\'{a}}c and
Lubica Benuskov{\'{a}} and
Alistair Knott},
editor = {Timo Honkela and
Wlodzislaw Duch and
Mark A. Girolami and
Samuel Kaski},
title = {A Sentence Generation Network That Learns Surface and Abstract Syntactic
Structures},
booktitle = {Artificial Neural Networks and Machine Learning - {ICANN} 2011 - 21st
International Conference on Artificial Neural Networks, Espoo, Finland,
June 14-17, 2011, Proceedings, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {6792},
pages = {341--348},
publisher = {Springer},
year = {2011},
url = {https://doi.org/10.1007/978-3-642-21738-8\_44},
doi = {10.1007/978-3-642-21738-8\_44},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icann/TakacBK11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/or/RichtarikT11,
author = {Peter Richt{\'{a}}rik and
Martin Tak{\'{a}}c},
editor = {Diethard Klatte and
Hans{-}Jakob L{\"{u}}thi and
Karl Schmedders},
title = {Efficient Serial and Parallel Coordinate Descent Methods for Huge-Scale
Truss Topology Design},
booktitle = {Operations Research Proceedings 2011, Selected Papers of the International
Conference on Operations Research {(OR} 2011), August 30 - September
2, 2011, Zurich, Switzerland},
pages = {27--32},
publisher = {Springer},
year = {2011},
url = {https://doi.org/10.1007/978-3-642-29210-1\_5},
doi = {10.1007/978-3-642-29210-1\_5},
timestamp = {Wed, 11 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/or/RichtarikT11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/codes/JeremiassenKTMDC10,
author = {Tor E. Jeremiassen and
Tim Kogel and
Andr{\'{e}}s Takach and
Grant Martin and
Adam Donlin and
Karamvir Chatha},
editor = {Tony Givargis and
Adam Donlin},
title = {From {ESL} 2010 to {ESL} 2015},
booktitle = {Proceedings of the 8th International Conference on Hardware/Software
Codesign and System Synthesis, {CODES+ISSS} 2010, part of ESWeek '10
Sixth Embedded Systems Week, Scottsdale, AZ, USA, October 24-28, 2010},
pages = {61--62},
publisher = {{ACM}},
year = {2010},
url = {https://doi.org/10.1145/1878961.1878973},
doi = {10.1145/1878961.1878973},
timestamp = {Mon, 26 Nov 2018 12:14:45 +0100},
biburl = {https://dblp.org/rec/conf/codes/JeremiassenKTMDC10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cogsr/Takac08,
author = {Martin Tak{\'{a}}c},
title = {Autonomous construction of ecologically and socially relevant semantics},
journal = {Cogn. Syst. Res.},
volume = {9},
number = {4},
pages = {293--311},
year = {2008},
url = {https://doi.org/10.1016/j.cogsys.2007.12.001},
doi = {10.1016/J.COGSYS.2007.12.001},
timestamp = {Wed, 11 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/cogsr/Takac08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/epia/Takac97,
author = {Martin Tak{\'{a}}c},
editor = {Ernesto Costa and
Am{\'{\i}}lcar Cardoso},
title = {Fixed Point Classification Method for Qualitative Simulation},
booktitle = {Progress in Artificial Intelligence, 8th Portuguese Conference on
Artificial Intelligence, {EPIA} '97, Coimbra, Portugal, October 6-9,
1997, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {1323},
pages = {255--266},
publisher = {Springer},
year = {1997},
url = {https://doi.org/10.1007/BFb0023927},
doi = {10.1007/BFB0023927},
timestamp = {Wed, 11 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/epia/Takac97.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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