Aleksandr Shevchenko
Graduate School
Mondelli Group
2 Publications
2023 | Published | Conference Paper | IST-REx-ID: 14459 | 
Shevchenko, Aleksandr, et al. “Fundamental Limits of Two-Layer Autoencoders, and Achieving Them with Gradient Methods.” Proceedings of the 40th International Conference on Machine Learning, vol. 202, ML Research Press, 2023, pp. 31151–209.
[Preprint]
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| arXiv
2022 | Published | Journal Article | IST-REx-ID: 11420 |
Shevchenko, Aleksandr, et al. “Mean-Field Analysis of Piecewise Linear Solutions for Wide ReLU Networks.” Journal of Machine Learning Research, vol. 23, no. 130, Journal of Machine Learning Research, 2022, pp. 1–55.
[Published Version]
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| Files available
| arXiv
Grants
2 Publications
2023 | Published | Conference Paper | IST-REx-ID: 14459 |
Shevchenko, Aleksandr, et al. “Fundamental Limits of Two-Layer Autoencoders, and Achieving Them with Gradient Methods.” Proceedings of the 40th International Conference on Machine Learning, vol. 202, ML Research Press, 2023, pp. 31151–209.
[Preprint]
View
| Download Preprint (ext.)
| arXiv
2022 | Published | Journal Article | IST-REx-ID: 11420 |
Shevchenko, Aleksandr, et al. “Mean-Field Analysis of Piecewise Linear Solutions for Wide ReLU Networks.” Journal of Machine Learning Research, vol. 23, no. 130, Journal of Machine Learning Research, 2022, pp. 1–55.
[Published Version]
View
| Files available
| arXiv