Alexander Shevchenko
Orcid: 0000-0002-4291-3882
According to our database1,
Alexander Shevchenko
authored at least 8 papers
between 2020 and 2024.
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Collaborative distances:
Timeline
2020
2021
2022
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2024
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Bibliography
2024
Compression of Structured Data with Autoencoders: Provable Benefit of Nonlinearities and Depth.
CoRR, 2024
Proceedings of the Digital Health and Informatics Innovations for Sustainable Health Care Systems, 2024
2022
J. Mach. Learn. Res., 2022
Fundamental Limits of Two-layer Autoencoders, and Achieving Them with Gradient Methods.
CoRR, 2022
Didactic Adaptation of Medical Information for the Formation of Valeological Competence in Engineering and Pedagogical Training.
Proceedings of the Learning in the Age of Digital and Green Transition, 2022
2021
Proceedings of the MEDINFO 2021: One World, One Health - Global Partnership for Digital Innovation, 2021
Security management in large-scale heterogeneous network systems based on intelligent information security services.
Proceedings of the ICFNDS 2021: The 5th International Conference on Future Networks & Distributed Systems, Dubai United Arab Emirates, December 15, 2021
2020
Landscape Connectivity and Dropout Stability of SGD Solutions for Over-parameterized Neural Networks.
Proceedings of the 37th International Conference on Machine Learning, 2020