2024 "gradient descent convergence" Papers

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Compression of Structured Data with Autoencoders: Provable Benefit of Nonlinearities and Depth

Kevin Kögler, Aleksandr Shevchenko, Hamed Hassani et al.

ICML 2024posterarXiv:2402.05013

Neural Tangent Kernels Motivate Cross-Covariance Graphs in Neural Networks

Shervin Khalafi, Saurabh Sihag, Alejandro Ribeiro

ICML 2024poster