Optimization-Based Separations for Neural Networks

4 December 2021

Papers citing "Optimization-Based Separations for Neural Networks"

3 / 3 papers shown

Title
Provable Guarantees for Nonlinear Feature Learning in Three-Layer Neural Networks Eshaan Nichani Alexandru Damian Jason D. Lee MLT 31 13 0 11 May 2023
Blessing of Nonconvexity in Deep Linear Models: Depth Flattens the Optimization Landscape Around the True Solution Jianhao Ma S. Fattahi 17 5 0 15 Jul 2022
Benefits of depth in neural networks Matus Telgarsky 123 600 0 14 Feb 2016