Depth Separation with Multilayer Mean-Field Networks

3 April 2023

Papers citing "Depth Separation with Multilayer Mean-Field Networks"

6 / 6 papers shown

Title
Depth Separations in Neural Networks: Separating the Dimension from the Accuracy Itay Safran Daniel Reichman Paul Valiant 61 0 0 11 Feb 2024
Neural Hilbert Ladders: Multi-Layer Neural Networks in Function Space Zhengdao Chen 44 1 0 03 Jul 2023
Provable Guarantees for Nonlinear Feature Learning in Three-Layer Neural Networks Eshaan Nichani Alexandru Damian Jason D. Lee MLT 44 13 0 11 May 2023
Optimization-Based Separations for Neural Networks Itay Safran Jason D. Lee 158 14 0 04 Dec 2021
A Local Convergence Theory for Mildly Over-Parameterized Two-Layer Neural Network Mo Zhou Rong Ge Chi Jin 74 45 0 04 Feb 2021
Benefits of depth in neural networks Matus Telgarsky 148 602 0 14 Feb 2016