Igor Udovichenko Egor Shvetsov Denis Divitsky Dmitry Osin Ilya Trofimov Ivan Sukharev Anatoliy Glushenko Dmitry Berestnev Evgeny Burnaev SeqNAS: Neural Architecture Search for Event Sequence Classification. 3898-3909 2024 12 IEEE Access https://doi.org/10.1109/ACCESS.2024.3349497 db/journals/access/access12.html#UdovichenkoSDOTSGBB24
Egor Shvetsov Dmitry Osin Alexey Zaytsev 0002 Ivan Koryakovskiy Valentin Buchnev Ilya Trofimov Evgeny Burnaev QuantNAS for Super Resolution: Searching for Efficient Quantization-Friendly Architectures Against Quantization Noise. 117008-117025 2024 12 IEEE Access https://doi.org/10.1109/ACCESS.2024.3446039 db/journals/access/access12.html#ShvetsovOZKBTB24 streams/journals/access
Polina Pilyugina Svetlana Medvedeva Kirill Mosievich Ilya Trofimov Alina Kostromina Dmitry Simakov Evgeny Burnaev A Large-Scale Empirical Study of Aligned Time Series Forecasting. 131100-131121 2024 12 IEEE Access https://doi.org/10.1109/ACCESS.2024.3458391 db/journals/access/access12.html#PilyuginaMMTKSB24 streams/journals/access
Vladimir Zakharov Ilya Trofimov Developmental noise, entropy, and biological system condition. 105310 2024 244 Biosyst. https://doi.org/10.1016/j.biosystems.2024.105310 db/journals/biosystems/biosystems244.html#ZakharovT24 streams/journals/biosystems
Igor Udovichenko Egor Shvetsov Denis Divitsky Dmitry Osin Ilya Trofimov Anatoliy Glushenko Ivan Sukharev Dmitry Berestnev Evgeny Burnaev SeqNAS: Neural Architecture Search for Event Sequence Classification. 2024 abs/2401.03246 CoRR https://doi.org/10.48550/arXiv.2401.03246 db/journals/corr/corr2401.html#abs-2401-03246
Ilya Trofimov Daria Voronkova Eduard Tulchinskii Evgeny Burnaev Serguei Barannikov Scalar Function Topology Divergence: Comparing Topology of 3D Objects. 2024 abs/2407.08364 CoRR https://doi.org/10.48550/arXiv.2407.08364 db/journals/corr/corr2407.html#abs-2407-08364 streams/journals/corr
Ilya Trofimov Nikita Klyuchnikov Mikhail Salnikov Alexander Filippov Evgeny Burnaev Multi-Fidelity Neural Architecture Search With Knowledge Distillation. 59217-59225 2023 11 IEEE Access https://doi.org/10.1109/ACCESS.2023.3234810 db/journals/access/access11.html#TrofimovKSFB23
Ilya Trofimov Daniil Cherniavskii Eduard Tulchinskii Nikita Balabin Evgeny Burnaev Serguei Barannikov Learning Topology-Preserving Data Representations. 2023 abs/2302.00136 CoRR https://doi.org/10.48550/arXiv.2302.00136 db/journals/corr/corr2302.html#abs-2302-00136
Nikita Balabin Daria Voronkova Ilya Trofimov Evgeny Burnaev Serguei Barannikov Disentanglement Learning via Topology. 2023 abs/2308.12696 CoRR https://doi.org/10.48550/arXiv.2308.12696 db/journals/corr/corr2308.html#abs-2308-12696
Nikita Klyuchnikov Ilya Trofimov Ekaterina Artemova Mikhail Salnikov Maxim V. Fedorov Alexander Filippov Evgeny Burnaev NAS-Bench-NLP: Neural Architecture Search Benchmark for Natural Language Processing. 45736-45747 2022 10 IEEE Access https://doi.org/10.1109/ACCESS.2022.3169897 https://www.wikidata.org/entity/Q114086296 db/journals/access/access10.html#KlyuchnikovTASF22
Artem Mikhaylov Nina Mazyavkina Mikhail Salnikov Ilya Trofimov Fu Qiang Evgeny Burnaev Learned Query Optimizers: Evaluation and Improvement. 75205-75218 2022 10 IEEE Access https://doi.org/10.1109/ACCESS.2022.3190376 db/journals/access/access10.html#MikhaylovMSTQB22
Timofey Grigoryev Polina Verezemskaya Mikhail Krinitskiy Nikita Anikin Alexander Gavrikov Ilya Trofimov Nikita Balabin Aleksei Shpilman Andrei Eremchenko Sergey Gulev Evgeny Burnaev Vladimir Vanovskiy Data-Driven Short-Term Daily Operational Sea Ice Regional Forecasting. 5837 2022 14 Remote. Sens. 22 https://doi.org/10.3390/rs14225837 db/journals/remotesensing/remotesensing14.html#GrigoryevVKAGTB22
Vladimir Zakharov Ilya Trofimov Developmental Noise and Biological System Condition: Prolegomena. 2380 2022 November 14 Symmetry 11 https://doi.org/10.3390/sym14112380 db/journals/symmetry/symmetry14.html#ZakharovT22
Vladimir Zakharov Nadezhda P. Zhdanova Ilya Trofimov Phenotypic Variation in a Species Range: Another Look (Developmental Stability Study of the Meristic Variation in the Sand Lizard Lacerta agilis). 2426 2022 November 14 Symmetry 11 https://doi.org/10.3390/sym14112426 db/journals/symmetry/symmetry14.html#ZakharovZT22
Serguei Barannikov Ilya Trofimov Nikita Balabin Evgeny Burnaev Representation Topology Divergence: A Method for Comparing Neural Network Representations. 2022 abs/2201.00058 CoRR https://arxiv.org/abs/2201.00058 db/journals/corr/corr2201.html#abs-2201-00058
Egor Shvetsov Dmitry Osin Alexey Zaytsev 0002 Ivan Koryakovskiy Valentin Buchnev Ilya Trofimov Evgeny Burnaev QuantNAS for super resolution: searching for efficient quantization-friendly architectures against quantization noise. 2022 abs/2208.14839 CoRR https://doi.org/10.48550/arXiv.2208.14839 db/journals/corr/corr2208.html#abs-2208-14839
Timofey Grigoryev Polina Verezemskaya Mikhail Krinitskiy Nikita Anikin Alexander Gavrikov Ilya Trofimov Nikita Balabin Aleksei Shpilman Andrei Eremchenko Sergey Gulev Evgeny Burnaev Vladimir Vanovskiy Data-Driven Short-Term Daily Operational Sea Ice Regional Forecasting. 2022 abs/2210.08877 CoRR https://doi.org/10.48550/arXiv.2210.08877 db/journals/corr/corr2210.html#abs-2210-08877
Serguei Barannikov Ilya Trofimov Grigorii Sotnikov Ekaterina Trimbach Alexander Korotin Alexander Filippov Evgeny Burnaev Manifold Topology Divergence: a Framework for Comparing Data Manifolds. 2021 abs/2106.04024 CoRR https://arxiv.org/abs/2106.04024 db/journals/corr/corr2106.html#abs-2106-04024
Vladimir Zakharov Elena Shadrina Ilya Trofimov Fluctuating Asymmetry, Developmental Noise and Developmental Stability: Future Prospects for the Population Developmental Biology Approach. 1376 2020 12 Symmetry 8 https://doi.org/10.3390/sym12081376 db/journals/symmetry/symmetry12.html#ZakharovST20
Vladimir Zakharov Ilya Trofimov Boris I. Sheftel Fluctuating Asymmetry and Population Dynamics of the Common Shrew, Sorex araneus, in Central Siberia under Climate Change Conditions. 1960 2020 12 Symmetry 12 https://doi.org/10.3390/sym12121960 db/journals/symmetry/symmetry12.html#ZakharovTS20
Nikita Klyuchnikov Ilya Trofimov Ekaterina Artemova Mikhail Salnikov Maxim V. Fedorov Evgeny Burnaev NAS-Bench-NLP: Neural Architecture Search Benchmark for Natural Language Processing. 2020 abs/2006.07116 CoRR https://arxiv.org/abs/2006.07116 db/journals/corr/corr2006.html#abs-2006-07116
Ilya Trofimov Nikita Klyuchnikov Mikhail Salnikov Alexander Filippov Evgeny Burnaev Multi-fidelity Neural Architecture Search with Knowledge Distillation. 2020 abs/2006.08341 CoRR https://arxiv.org/abs/2006.08341 db/journals/corr/corr2006.html#abs-2006-08341
Nina Mazyavkina Samir Mohamed Ilya Trofimov Evgeniy Burnaev Optimizing the Neural Architecture of Reinforcement Learning Agents. 2020 abs/2011.14632 CoRR https://arxiv.org/abs/2011.14632 db/journals/corr/corr2011.html#abs-2011-14632
Serguei Barannikov Grigorii Sotnikov Ilya Trofimov Alexander Korotin Evgeny Burnaev Topological obstructions in neural networks learning. 2020 abs/2012.15834 CoRR https://arxiv.org/abs/2012.15834 db/journals/corr/corr2012.html#abs-2012-15834
Ilya Trofimov Inferring Complementary Products from Baskets and Browsing Sessions. 2018 abs/1809.09621 CoRR http://arxiv.org/abs/1809.09621 db/journals/corr/corr1809.html#abs-1809-09621
Ilya Trofimov Alexander Genkin Distributed Coordinate Descent for Generalized Linear Models with Regularization. 2016 abs/1611.02101 CoRR http://arxiv.org/abs/1611.02101 db/journals/corr/corr1611.html#TrofimovG16
Ilya Trofimov Alexander Genkin Distributed Coordinate Descent for L1-regularized Logistic Regression. 2014 abs/1411.6520 CoRR http://arxiv.org/abs/1411.6520 db/journals/corr/corr1411.html#TrofimovG14
Afroze Ibrahim Baqapuri Ilya Trofimov Using Neural Networks for Click Prediction of Sponsored Search. 2014 abs/1412.6601 CoRR http://arxiv.org/abs/1412.6601 db/journals/corr/corr1412.html#BaqapuriT14
