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Alexander Shevchenko

Alexander Shevchenko

Institute of Science and Technology, Austria - Klosterneuburg / Austria
Engineering & Technology / Computer Science
AD Scientific Index ID: 5080940
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person_outline Alexander Shevchenko's MOST POPULAR ARTICLES
1-) Landscape Connectivity and Dropout Stability of SGD Solutions for Over-parameterized Neural Networks 37th International Conference on Machine Learning (ICML), 2019
2-) Mean-field analysis of piecewise linear solutions for wide ReLU networks Journal of Machine Learning Research 23 (130), 1-55, 2022
3-) Fundamental limits of two-layer autoencoders, and achieving them with gradient methods International Conference on Machine Learning, 31151-31209, 2023
4-) Compression of Structured Data with Autoencoders: Provable Benefit of Nonlinearities and Depth 41th International Conference on Machine Learning (ICML), 2024
5-) Scaling Matters in Deep Structured-Prediction ModelsA Shevchenko, A OsokinarXiv preprint arXiv:1902.11088, 20192019