Alexander Shevchenko

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authored 3 papers about 2 years ago

Fundamental Limits of Two-layer Autoencoders, and Achieving Them with Gradient Methods

Paper • 2212.13468 • Published Dec 27, 2022

Mean-field Analysis of Piecewise Linear Solutions for Wide ReLU Networks

Paper • 2111.02278 • Published Nov 3, 2021

Landscape Connectivity and Dropout Stability of SGD Solutions for Over-parameterized Neural Networks

Paper • 1912.10095 • Published Dec 20, 2019