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ORCIDBibTeX records: Yury Maximov
@article{DBLP:journals/access/ShevchenkoLTBGKNSKM24,
author = {Valeriy Shevchenko and
Aleksandr Lukashevich and
Daria Taniushkina and
Alexander Bulkin and
Roland Grinis and
Kirill Kovalev and
Veronika Narozhnaia and
Nazar Sotiriadi and
Alexander Krenke and
Yury Maximov},
title = {Climate Change Impact on Agricultural Land Suitability: An Interpretable
Machine Learning-Based Eurasia Case Study},
journal = {{IEEE} Access},
volume = {12},
pages = {15748--15763},
year = {2024},
url = {https://doi.org/10.1109/ACCESS.2024.3358865},
doi = {10.1109/ACCESS.2024.3358865},
timestamp = {Thu, 29 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/access/ShevchenkoLTBGKNSKM24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/csysl/LukashevichBM24,
author = {Aleksandr Lukashevich and
Aleksandr Bulkin and
Yury Maximov},
title = {A-Priori Reduction of Scenario Approximation for Automated Generation
Control in High-Voltage Power Grids With Renewable Energy},
journal = {{IEEE} Control. Syst. Lett.},
volume = {8},
pages = {1613--1618},
year = {2024},
url = {https://doi.org/10.1109/LCSYS.2024.3413367},
doi = {10.1109/LCSYS.2024.3413367},
timestamp = {Fri, 19 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/csysl/LukashevichBM24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/envsoft/MarusovGMSBZ24,
author = {Alexander Marusov and
Vsevolod Grabar and
Yury Maximov and
Nazar Sotiriadi and
Alexander Bulkin and
Alexey Zaytsev},
title = {Long-term drought prediction using deep neural networks based on geospatial
weather data},
journal = {Environ. Model. Softw.},
volume = {179},
pages = {106127},
year = {2024},
url = {https://doi.org/10.1016/j.envsoft.2024.106127},
doi = {10.1016/J.ENVSOFT.2024.106127},
timestamp = {Thu, 22 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/envsoft/MarusovGMSBZ24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tcns/LukashevichGVDM24,
author = {Aleksander Lukashevich and
Vyacheslav Gorchakov and
Petr Vorobev and
Deepjyoti Deka and
Yury Maximov},
title = {Importance Sampling Approach to Chance-Constrained {DC} Optimal Power
Flow},
journal = {{IEEE} Trans. Control. Netw. Syst.},
volume = {11},
number = {2},
pages = {928--937},
year = {2024},
url = {https://doi.org/10.1109/TCNS.2023.3330232},
doi = {10.1109/TCNS.2023.3330232},
timestamp = {Thu, 04 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tcns/LukashevichGVDM24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2403-15363,
author = {Joe Gorka and
Tim Hsu and
Wenting Li and
Yury Maximov and
Line Roald},
title = {Cascading Blackout Severity Prediction with Statistically-Augmented
Graph Neural Networks},
journal = {CoRR},
volume = {abs/2403.15363},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2403.15363},
doi = {10.48550/ARXIV.2403.15363},
eprinttype = {arXiv},
eprint = {2403.15363},
timestamp = {Tue, 09 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2403-15363.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/simpa/MitrovicKLBVTMD23,
author = {Mile Mitrovic and
Ognjen Kundacina and
Aleksandr Lukashevich and
Semen A. Budennyy and
Petr Vorobev and
Vladimir V. Terzija and
Yury Maximov and
Deepjyoti Deka},
title = {{GP} {CC-OPF:} Gaussian Process based optimization tool for Chance-Constrained
Optimal Power Flow},
journal = {Softw. Impacts},
volume = {16},
pages = {100489},
year = {2023},
url = {https://doi.org/10.1016/j.simpa.2023.100489},
doi = {10.1016/J.SIMPA.2023.100489},
timestamp = {Wed, 08 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/simpa/MitrovicKLBVTMD23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iwann/MozikovLMBM23,
author = {Mikhail Mozikov and
Ivan Lukyanenko and
Ilya Makarov and
Alexander Bulkin and
Yury Maximov},
editor = {Ignacio Rojas and
Gonzalo Joya and
Andreu Catal{\`{a}}},
title = {Long-Term Hail Risk Assessment with Deep Neural Networks},
booktitle = {Advances in Computational Intelligence - 17th International Work-Conference
on Artificial Neural Networks, {IWANN} 2023, Ponta Delgada, Portugal,
June 19-21, 2023, Proceedings, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {14134},
pages = {288--301},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-43085-5\_23},
doi = {10.1007/978-3-031-43085-5\_23},
timestamp = {Fri, 06 Oct 2023 16:37:48 +0200},
biburl = {https://dblp.org/rec/conf/iwann/MozikovLMBM23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2302-08454,
author = {Mile Mitrovic and
Ognjen Kundacina and
Aleksandr Lukashevich and
Petr Vorobev and
Vladimir V. Terzija and
Yury Maximov and
Deepjyoti Deka},
title = {{GP} {CC-OPF:} Gaussian Process based optimization tool for Chance-Constrained
Optimal Power Flow},
journal = {CoRR},
volume = {abs/2302.08454},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2302.08454},
doi = {10.48550/ARXIV.2302.08454},
eprinttype = {arXiv},
eprint = {2302.08454},
timestamp = {Wed, 08 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2302-08454.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2309-06212,
author = {Vsevolod Grabar and
Alexander Marusov and
Yury Maximov and
Nazar Sotiriadi and
Alexander Bulkin and
Alexey Zaytsev},
title = {Long-term drought prediction using deep neural networks based on geospatial
weather data},
journal = {CoRR},
volume = {abs/2309.06212},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2309.06212},
doi = {10.48550/ARXIV.2309.06212},
eprinttype = {arXiv},
eprint = {2309.06212},
timestamp = {Fri, 22 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2309-06212.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2310-15912,
author = {Valeriy Shevchenko and
Daria Taniushkina and
Aleksandr Lukashevich and
Aleksander Bulkin and
Roland Grinis and
Kirill Kovalev and
Veronika Narozhnaia and
Nazar Sotiriadi and
Alexander Krenke and
Yury Maximov},
title = {Climate Change Impact on Agricultural Land Suitability: An Interpretable
Machine Learning-Based Eurasia Case Study},
journal = {CoRR},
volume = {abs/2310.15912},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2310.15912},
doi = {10.48550/ARXIV.2310.15912},
eprinttype = {arXiv},
eprint = {2310.15912},
timestamp = {Tue, 31 Oct 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2310-15912.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2311-03370,
author = {Vsevolod Morozov and
Artem Galliamov and
Aleksandr Lukashevich and
Antonina Kurdukova and
Yury Maximov},
title = {{CMIP} {X-MOS:} Improving Climate Models with Extreme Model Output
Statistics},
journal = {CoRR},
volume = {abs/2311.03370},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2311.03370},
doi = {10.48550/ARXIV.2311.03370},
eprinttype = {arXiv},
eprint = {2311.03370},
timestamp = {Thu, 16 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2311-03370.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/csysl/LukashevichM22,
author = {Aleksandr Lukashevich and
Yury Maximov},
title = {Power Grid Reliability Estimation via Adaptive Importance Sampling},
journal = {{IEEE} Control. Syst. Lett.},
volume = {6},
pages = {1010--1015},
year = {2022},
url = {https://doi.org/10.1109/LCSYS.2021.3088402},
doi = {10.1109/LCSYS.2021.3088402},
timestamp = {Mon, 07 Feb 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/csysl/LukashevichM22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/oms/AnikinGGKMN22,
author = {Anton Anikin and
Alexander V. Gasnikov and
Alexander Gornov and
Dmitry Kamzolov and
Yury Maximov and
Yurii E. Nesterov},
title = {Efficient numerical methods to solve sparse linear equations with
application to PageRank},
journal = {Optim. Methods Softw.},
volume = {37},
number = {3},
pages = {907--935},
year = {2022},
url = {https://doi.org/10.1080/10556788.2020.1858297},
doi = {10.1080/10556788.2020.1858297},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/oms/AnikinGGKMN22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ecir/BurashnikovaCAM22,
author = {Aleksandra Burashnikova and
Marianne Clausel and
Massih{-}Reza Amini and
Yury Maximov and
Nicolas Dante},
editor = {Matthias Hagen and
Suzan Verberne and
Craig Macdonald and
Christin Seifert and
Krisztian Balog and
Kjetil N{\o}rv{\aa}g and
Vinay Setty},
title = {Recommender Systems: When Memory Matters},
booktitle = {Advances in Information Retrieval - 44th European Conference on {IR}
Research, {ECIR} 2022, Stavanger, Norway, April 10-14, 2022, Proceedings,
Part {II}},
series = {Lecture Notes in Computer Science},
volume = {13186},
pages = {56--63},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-030-99739-7\_7},
doi = {10.1007/978-3-030-99739-7\_7},
timestamp = {Thu, 07 Apr 2022 18:19:49 +0200},
biburl = {https://dblp.org/rec/conf/ecir/BurashnikovaCAM22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2202-12040,
author = {Massih{-}Reza Amini and
Vasilii Feofanov and
Lo{\"{\i}}c Pauletto and
Emilie Devijver and
Yury Maximov},
title = {Self-Training: {A} Survey},
journal = {CoRR},
volume = {abs/2202.12040},
year = {2022},
url = {https://arxiv.org/abs/2202.12040},
eprinttype = {arXiv},
eprint = {2202.12040},
timestamp = {Wed, 02 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2202-12040.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2202-13240,
author = {Aleksandra Burashnikova and
Yury Maximov and
Marianne Clausel and
Charlotte Laclau and
Franck Iutzeler and
Massih{-}Reza Amini},
title = {Learning over No-Preferred and Preferred Sequence of Items for Robust
Recommendation (Extended Abstract)},
journal = {CoRR},
volume = {abs/2202.13240},
year = {2022},
url = {https://arxiv.org/abs/2202.13240},
eprinttype = {arXiv},
eprint = {2202.13240},
timestamp = {Wed, 02 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2202-13240.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2207-10781,
author = {Mile Mitrovic and
Aleksandr Lukashevich and
Petr Vorobev and
Vladimir V. Terzija and
Semen Budenny and
Yury Maximov and
Deepjyoti Deka},
title = {Data-Driven Stochastic {AC-OPF} using Gaussian Processes},
journal = {CoRR},
volume = {abs/2207.10781},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2207.10781},
doi = {10.48550/ARXIV.2207.10781},
eprinttype = {arXiv},
eprint = {2207.10781},
timestamp = {Wed, 08 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2207-10781.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2208-14814,
author = {Mile Mitrovic and
Aleksandr Lukashevich and
Petr Vorobev and
Vladimir V. Terzija and
Yury Maximov and
Deepjyoti Deka},
title = {Data-Driven Chance Constrained {AC-OPF} using Hybrid Sparse Gaussian
Processes},
journal = {CoRR},
volume = {abs/2208.14814},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2208.14814},
doi = {10.48550/ARXIV.2208.14814},
eprinttype = {arXiv},
eprint = {2208.14814},
timestamp = {Wed, 08 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2208-14814.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2208-14833,
author = {Vsevolod Grabar and
Yury Maximov and
Alexey Zaytsev},
title = {Predicting spatial distribution of Palmer Drought Severity Index},
journal = {CoRR},
volume = {abs/2208.14833},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2208.14833},
doi = {10.48550/ARXIV.2208.14833},
eprinttype = {arXiv},
eprint = {2208.14833},
timestamp = {Thu, 29 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2208-14833.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2209-01021,
author = {Aleksandra Burashnikova and
Wenting Li and
Massih Amini and
Deepjyoti Deka and
Yury Maximov},
title = {Ranking-Based Physics-Informed Line Failure Detection in Power Grids},
journal = {CoRR},
volume = {abs/2209.01021},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2209.01021},
doi = {10.48550/ARXIV.2209.01021},
eprinttype = {arXiv},
eprint = {2209.01021},
timestamp = {Thu, 29 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2209-01021.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2209-01191,
author = {Ivan Lukyanenko and
Mikhail Mozikov and
Yury Maximov and
Ilya Makarov},
title = {Long-term hail risk assessment with deep neural networks},
journal = {CoRR},
volume = {abs/2209.01191},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2209.01191},
doi = {10.48550/ARXIV.2209.01191},
eprinttype = {arXiv},
eprint = {2209.01191},
timestamp = {Thu, 29 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2209-01191.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/datamine/SidanaTHLMA21,
author = {Sumit Sidana and
Mikhail Trofimov and
Oleh Horodnytskyi and
Charlotte Laclau and
Yury Maximov and
Massih{-}Reza Amini},
title = {User preference and embedding learning with implicit feedback for
recommender systems},
journal = {Data Min. Knowl. Discov.},
volume = {35},
number = {2},
pages = {568--592},
year = {2021},
url = {https://doi.org/10.1007/s10618-020-00730-8},
doi = {10.1007/S10618-020-00730-8},
timestamp = {Tue, 02 Mar 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/datamine/SidanaTHLMA21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jair/BurashnikovaMCL21,
author = {Aleksandra Burashnikova and
Yury Maximov and
Marianne Clausel and
Charlotte Laclau and
Franck Iutzeler and
Massih{-}Reza Amini},
title = {Learning over No-Preferred and Preferred Sequence of Items for Robust
Recommendation},
journal = {J. Artif. Intell. Res.},
volume = {71},
pages = {121--142},
year = {2021},
url = {https://doi.org/10.1613/jair.1.12562},
doi = {10.1613/JAIR.1.12562},
timestamp = {Thu, 10 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jair/BurashnikovaMCL21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2112-02242,
author = {Aleksandra Burashnikova and
Marianne Clausel and
Massih{-}Reza Amini and
Yury Maximov and
Nicolas Dante},
title = {Recommender systems: when memory matters},
journal = {CoRR},
volume = {abs/2112.02242},
year = {2021},
url = {https://arxiv.org/abs/2112.02242},
eprinttype = {arXiv},
eprint = {2112.02242},
timestamp = {Tue, 07 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2112-02242.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2012-06910,
author = {Aleksandra Burashnikova and
Marianne Clausel and
Charlotte Laclau and
Frack Iutzeller and
Yury Maximov and
Massih{-}Reza Amini},
title = {Learning over no-Preferred and Preferred Sequence of items for Robust
Recommendation},
journal = {CoRR},
volume = {abs/2012.06910},
year = {2020},
url = {https://arxiv.org/abs/2012.06910},
eprinttype = {arXiv},
eprint = {2012.06910},
timestamp = {Sat, 02 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2012-06910.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/LikhosherstovMC19,
author = {Valerii Likhosherstov and
Yury Maximov and
Misha Chertkov},
editor = {Kamalika Chaudhuri and
Ruslan Salakhutdinov},
title = {Inference and Sampling of {\textdollar}K{\_}33{\textdollar}-free Ising
Models},
booktitle = {Proceedings of the 36th International Conference on Machine Learning,
{ICML} 2019, 9-15 June 2019, Long Beach, California, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {97},
pages = {3963--3972},
publisher = {{PMLR}},
year = {2019},
url = {http://proceedings.mlr.press/v97/likhosherstov19a.html},
timestamp = {Tue, 11 Jun 2019 15:37:38 +0200},
biburl = {https://dblp.org/rec/conf/icml/LikhosherstovMC19.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 = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ijcai/KrechetovMMT19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/BurashnikovaMA19,
author = {Aleksandra Burashnikova and
Yury Maximov and
Massih{-}Reza Amini},
editor = {Ulf Brefeld and
{\'{E}}lisa Fromont and
Andreas Hotho and
Arno J. Knobbe and
Marloes H. Maathuis and
C{\'{e}}line Robardet},
title = {Sequential Learning over Implicit Feedback for Robust Large-Scale
Recommender Systems},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2019, W{\"{u}}rzburg, Germany, September 16-20,
2019, Proceedings, Part {III}},
series = {Lecture Notes in Computer Science},
volume = {11908},
pages = {253--269},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-46133-1\_16},
doi = {10.1007/978-3-030-46133-1\_16},
timestamp = {Mon, 04 May 2020 14:12:15 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/BurashnikovaMA19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1901-00781,
author = {Nikolay Stulov and
Dejan J. Sobajic and
Yury Maximov and
Deepjyoti Deka and
Michael Chertkov},
title = {Learning a Generator Model from Terminal Bus Data},
journal = {CoRR},
volume = {abs/1901.00781},
year = {2019},
url = {http://arxiv.org/abs/1901.00781},
eprinttype = {arXiv},
eprint = {1901.00781},
timestamp = {Sun, 03 Feb 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1901-00781.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1902-08495,
author = {Alexandra Burashnikova and
Yury Maximov and
Massih{-}Reza Amini},
title = {Sequential Learning over Implicit Feedback for Robust Large-Scale
Recommender Systems},
journal = {CoRR},
volume = {abs/1902.08495},
year = {2019},
url = {http://arxiv.org/abs/1902.08495},
eprinttype = {arXiv},
eprint = {1902.08495},
timestamp = {Tue, 21 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1902-08495.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1906-06431,
author = {Valerii Likhosherstov and
Yury Maximov and
Michael Chertkov},
title = {A New Family of Tractable Ising Models},
journal = {CoRR},
volume = {abs/1906.06431},
year = {2019},
url = {http://arxiv.org/abs/1906.06431},
eprinttype = {arXiv},
eprint = {1906.06431},
timestamp = {Mon, 24 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1906-06431.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1910-11142,
author = {Valerii Likhosherstov and
Yury Maximov and
Michael Chertkov},
title = {Tractable Minor-free Generalization of Planar Zero-field Ising Models},
journal = {CoRR},
volume = {abs/1910.11142},
year = {2019},
url = {http://arxiv.org/abs/1910.11142},
eprinttype = {arXiv},
eprint = {1910.11142},
timestamp = {Fri, 25 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1910-11142.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jair/MaximovAH18,
author = {Yury Maximov and
Massih{-}Reza Amini and
Za{\"{\i}}d Harchaoui},
title = {Rademacher Complexity Bounds for a Penalized Multi-class Semi-supervised
Algorithm},
journal = {J. Artif. Intell. Res.},
volume = {61},
pages = {761--786},
year = {2018},
url = {https://doi.org/10.1613/jair.5638},
doi = {10.1613/JAIR.5638},
timestamp = {Mon, 21 Jan 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/jair/MaximovAH18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/amcc/RiazanovMC18,
author = {Andrii Riazanov and
Yury Maximov and
Michael Chertkov},
title = {Belief Propagation Min-Sum Algorithm for Generalized Min-Cost Network
Flow},
booktitle = {2018 Annual American Control Conference, {ACC} 2018, Milwaukee, WI,
USA, June 27-29, 2018},
pages = {6108--6113},
publisher = {{IEEE}},
year = {2018},
url = {https://doi.org/10.23919/ACC.2018.8431205},
doi = {10.23919/ACC.2018.8431205},
timestamp = {Sun, 08 Aug 2021 01:40:57 +0200},
biburl = {https://dblp.org/rec/conf/amcc/RiazanovMC18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iconip/MouraAAM18,
author = {Simon Moura and
Amir Asarbaev and
Massih{-}Reza Amini and
Yury Maximov},
editor = {Long Cheng and
Andrew Chi{-}Sing Leung and
Seiichi Ozawa},
title = {Heterogeneous Dyadic Multi-task Learning with Implicit Feedback},
booktitle = {Neural Information Processing - 25th International Conference, {ICONIP}
2018, Siem Reap, Cambodia, December 13-16, 2018, Proceedings, Part
{III}},
series = {Lecture Notes in Computer Science},
volume = {11303},
pages = {660--672},
publisher = {Springer},
year = {2018},
url = {https://doi.org/10.1007/978-3-030-04182-3\_58},
doi = {10.1007/978-3-030-04182-3\_58},
timestamp = {Tue, 14 May 2019 10:00:42 +0200},
biburl = {https://dblp.org/rec/conf/iconip/MouraAAM18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/MaximovAH18,
author = {Yury Maximov and
Massih{-}Reza Amini and
Za{\"{\i}}d Harchaoui},
editor = {J{\'{e}}r{\^{o}}me Lang},
title = {Rademacher Complexity Bounds for a Penalized Multi-class Semi-supervised
Algorithm (Extended Abstract)},
booktitle = {Proceedings of the Twenty-Seventh International Joint Conference on
Artificial Intelligence, {IJCAI} 2018, July 13-19, 2018, Stockholm,
Sweden},
pages = {5637--5641},
publisher = {ijcai.org},
year = {2018},
url = {https://doi.org/10.24963/ijcai.2018/800},
doi = {10.24963/IJCAI.2018/800},
timestamp = {Tue, 20 Aug 2019 16:19:08 +0200},
biburl = {https://dblp.org/rec/conf/ijcai/MaximovAH18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1811-04713,
author = {Michael Chertkov and
Yury Maximov},
title = {Gauges, Loops, and Polynomials for Partition Functions of Graphical
Models},
journal = {CoRR},
volume = {abs/1811.04713},
year = {2018},
url = {http://arxiv.org/abs/1811.04713},
eprinttype = {arXiv},
eprint = {1811.04713},
timestamp = {Fri, 23 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1811-04713.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1812-09587,
author = {Valerii Likhosherstov and
Yury Maximov and
Michael Chertkov},
title = {Inference and Sampling of K\({}_{\mbox{33}}\)-free Ising Models},
journal = {CoRR},
volume = {abs/1812.09587},
year = {2018},
url = {http://arxiv.org/abs/1812.09587},
eprinttype = {arXiv},
eprint = {1812.09587},
timestamp = {Thu, 03 Jan 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1812-09587.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/allerton/PogodinKM17,
author = {Roman Pogodin and
Mikhail Krechetov and
Yury Maximov},
title = {Efficient rank minimization to tighten semidefinite programming for
unconstrained binary quadratic optimization},
booktitle = {55th Annual Allerton Conference on Communication, Control, and Computing,
Allerton 2017, Monticello, IL, USA, October 3-6, 2017},
pages = {1153--1159},
publisher = {{IEEE}},
year = {2017},
url = {https://doi.org/10.1109/ALLERTON.2017.8262867},
doi = {10.1109/ALLERTON.2017.8262867},
timestamp = {Wed, 16 Oct 2019 14:14:55 +0200},
biburl = {https://dblp.org/rec/conf/allerton/PogodinKM17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/JoshiAPIM17,
author = {Bikash Joshi and
Massih{-}Reza Amini and
Ioannis Partalas and
Franck Iutzeler and
Yury Maximov},
editor = {Isabelle Guyon and
Ulrike von Luxburg and
Samy Bengio and
Hanna M. Wallach and
Rob Fergus and
S. V. N. Vishwanathan and
Roman Garnett},
title = {Aggressive Sampling for Multi-class to Binary Reduction with Applications
to Text Classification},
booktitle = {Advances in Neural Information Processing Systems 30: Annual Conference
on Neural Information Processing Systems 2017, December 4-9, 2017,
Long Beach, CA, {USA}},
pages = {4159--4168},
year = {2017},
url = {https://proceedings.neurips.cc/paper/2017/hash/14ea0d5b0cf49525d1866cb1e95ada5d-Abstract.html},
timestamp = {Thu, 21 Jan 2021 13:58:27 +0100},
biburl = {https://dblp.org/rec/conf/nips/JoshiAPIM17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/JoshiAPIM17,
author = {Bikash Joshi and
Massih{-}Reza Amini and
Ioannis Partalas and
Franck Iutzeler and
Yury Maximov},
title = {Aggressive Sampling for Multi-class to Binary Reduction with Applications
to Text Classification},
journal = {CoRR},
volume = {abs/1701.06511},
year = {2017},
url = {http://arxiv.org/abs/1701.06511},
eprinttype = {arXiv},
eprint = {1701.06511},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/JoshiAPIM17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/TrofimovSHLMA17,
author = {Mikhail Trofimov and
Sumit Sidana and
Oleh Horodnitskii and
Charlotte Laclau and
Yury Maximov and
Massih{-}Reza Amini},
title = {Representation Learning and Pairwise Ranking for Implicit and Explicit
Feedback in Recommendation Systems},
journal = {CoRR},
volume = {abs/1705.00105},
year = {2017},
url = {http://arxiv.org/abs/1705.00105},
eprinttype = {arXiv},
eprint = {1705.00105},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/TrofimovSHLMA17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1708-01690,
author = {Roman Pogodin and
Mikhail Krechetov and
Yury Maximov},
title = {Efficient Rank Minimization to Tighten Semidefinite Programming for
Unconstrained Binary Quadratic Optimization},
journal = {CoRR},
volume = {abs/1708.01690},
year = {2017},
url = {https://doi.org/10.48550/arXiv.1708.01690},
doi = {10.48550/ARXIV.1708.01690},
eprinttype = {arXiv},
eprint = {1708.01690},
timestamp = {Fri, 07 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1708-01690.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1710-06965,
author = {Art B. Owen and
Yury Maximov and
Michael Chertkov},
title = {Importance sampling the union of rare events with an application to
power systems analysis},
journal = {CoRR},
volume = {abs/1710.06965},
year = {2017},
url = {http://arxiv.org/abs/1710.06965},
eprinttype = {arXiv},
eprint = {1710.06965},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1710-06965.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1710-07600,
author = {Andrii Riazanov and
Yury Maximov and
Michael Chertkov},
title = {Belief Propagation Min-Sum Algorithm for Generalized Min-Cost Network
Flow},
journal = {CoRR},
volume = {abs/1710.07600},
year = {2017},
url = {http://arxiv.org/abs/1710.07600},
eprinttype = {arXiv},
eprint = {1710.07600},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1710-07600.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/MaximovAH16,
author = {Yury Maximov and
Massih{-}Reza Amini and
Za{\"{\i}}d Harchaoui},
title = {Rademacher Complexity Bounds for a Penalized Multiclass Semi-Supervised
Algorithm},
journal = {CoRR},
volume = {abs/1607.00567},
year = {2016},
url = {http://arxiv.org/abs/1607.00567},
eprinttype = {arXiv},
eprint = {1607.00567},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/MaximovAH16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/MaximovR15,
author = {Yury Maximov and
Daria Reshetova},
title = {Tight Risk Bounds for Multi-Class Margin Classifiers},
journal = {CoRR},
volume = {abs/1507.03040},
year = {2015},
url = {http://arxiv.org/abs/1507.03040},
eprinttype = {arXiv},
eprint = {1507.03040},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/MaximovR15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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