Multi-target Weakly Supervised Regression Using Manifold Regularization and Wasserstein Metric

Kalmutskiy, K., Cherikbayeva, L., Litvinenko, A. & Berikov, V., 2023, Communications in Computer and Information Science. Springer Science and Business Media Deutschland GmbH, p. 364-375 12 p. (Communications in Computer and Information Science; vol. 1881 CCIS).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Research › peer-review

Neural Networks for Nonlinear Fourier Spectrum Computation

Sedov, E., Freire, P. J., Chekhovskoy, I., Turitsyn, S. & Prilepsky, J., 2021, 2021 European Conference on Optical Communication, ECOC 2021. Institute of Electrical and Electronics Engineers Inc., (2021 European Conference on Optical Communication, ECOC 2021).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Research › peer-review

Neuro-Symbolic Architecture for Experiential Learning in Discrete and Functional Environments

Kolonin, A., 2022, Artificial General Intelligence - 14th International Conference, AGI 2021, Proceedings. Goertzel, B., Iklé, M. & Potapov, A. (eds.). 1 ed. Springer Science and Business Media Deutschland GmbH, p. 106-115 10 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 13154 LNAI).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Research › peer-review

Numerical Solution of the Inverse Problem for Diffusion-Logistic Model Arising in Online Social Networks

Krivorotko, O., Zvonareva, T. & Zyatkov, N., 2021, Mathematical Optimization Theory and Operations Research: Recent Trends - 20th International Conference, MOTOR 2021, Revised Selected Papers. Strekalovsky, A., Kochetov, Y., Gruzdeva, T. & Orlov, A. (eds.). Springer Science and Business Media Deutschland GmbH, p. 444-459 16 p. (Communications in Computer and Information Science; vol. 1476 CCIS).

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On Asymptotically Optimal Approach for the Problem of Finding Several Edge-Disjoint Spanning Trees of Given Diameter in an Undirected Graph with Random Edge Weights

Gimadi, E. K., Shevyakov, A. S. & Shtepa, A. A., 2021, Mathematical Optimization Theory and Operations Research - 20th International Conference, MOTOR 2021, Proceedings. Pardalos, P., Khachay, M. & Kazakov, A. (eds.). Springer Science and Business Media Deutschland GmbH, p. 67-78 12 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 12755 LNCS).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Research › peer-review

On Several Edge-Disjoint MSTs with Given Diameter in Undirected Graph with Exponentially Distributed Edge Weights

Gimadi, E. K., Shevyakov, A. S. & Shtepa, A. A., 2022, Recent Trends in Analysis of Images, Social Networks and Texts - 10th International Conference, AIST 2021, Revised Selected Papers. Burnaev, E., Ivanov, S., Panchenko, A., Ignatov, D. I., Kuznetsov, S. O., Khachay, M., Koltsova, O., Kutuzov, A., Loukachevitch, N., Napoli, A., Pardalos, P. M., Saramäki, J., Savchenko, A. V., Tsymbalov, E. & Tutubalina, E. (eds.). Springer Science and Business Media Deutschland GmbH, p. 195-206 12 p. (Communications in Computer and Information Science; vol. 1573 CCIS).

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Optical neural network based on synthetic photonic lattices

Pankov, A. V., Sidelnikov, O. S., Vatnik, I. D., Churkin, D. V. & Sukhorukov, A. A., 2021, Optics and Photonics for Information Processing XV. Iftekharuddin, K. M., Awwal, A. A. S., Diaz-Ramirez, V. H. & Marquez, A. (eds.). SPIE, 118410A. (Proceedings of SPIE - The International Society for Optical Engineering; vol. 11841).

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Optimization and regularization of the inverse problem for stochastic differential equation using graphics accelerators

Криворотько, О. И., Неверов, А. В. & Hohage, T., 2021, Russian Supercomputing Days: Proceedings of the International Conference. September 27–28, 2021, Moscow, Russia. p. 32-42 11 p. 5

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Representative Elementary Volume via Averaged Scalar Minkowski Functionals

Andreeva, M. V., Kalyuzhnyuk, A. V., Krutko, V. V., Russkikh, N. E. & Taimanov, I. A., 2022, Advanced Problem in Mechanics II - Proceedings of the 48th International Summer School-Conference “Advanced Problems in Mechanics”, 2020. Indeitsev, D. A. & Krivtsov, A. M. (eds.). 1 ed. Springer Science and Business Media Deutschland GmbH, p. 533-539 7 p. (Lecture Notes in Mechanical Engineering).

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Seasonal variations of traffic-induced CO concentration in a city with a large river: A computational study

Hrebtov, M. & Hanjalić, K., 2018, THMT 2018 - Proceedings of the 9th International Symposium on Turbulence Heat and Mass Transfer. Begell House Inc., p. 585-588 4 p. (Proceedings of the International Symposium on Turbulence, Heat and Mass Transfer; vol. 2018-July).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Research › peer-review