Aleksandr Shevchenko

2 Publications

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[2]
2023 | Published | Conference Paper | IST-REx-ID: 14459 | OA
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
 
[1]
2022 | Published | Journal Article | IST-REx-ID: 11420 | OA
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
 
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2 Publications

Mark all

[2]
2023 | Published | Conference Paper | IST-REx-ID: 14459 | OA
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
 
[1]
2022 | Published | Journal Article | IST-REx-ID: 11420 | OA
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
 
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Citation Style: MLA

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