Depth Separation in Norm-Bounded Infinite-Width Neural Networks

13 February 2024

Papers citing "Depth Separation in Norm-Bounded Infinite-Width Neural Networks"

5 / 5 papers shown

Title
When Do Transformers Outperform Feedforward and Recurrent Networks? A Statistical Perspective Alireza Mousavi-Hosseini Clayton Sanford Denny Wu Murat A. Erdogdu 43 0 0 14 Mar 2025
Spectral complexity of deep neural networks Simmaco Di Lillo Domenico Marinucci Michele Salvi S. Vigogna BDL 66 1 0 15 May 2024
Implicit Bias of Large Depth Networks: a Notion of Rank for Nonlinear Functions Arthur Jacot 34 24 0 29 Sep 2022
Benefits of depth in neural networks Matus Telgarsky 123 602 0 14 Feb 2016
Norm-Based Capacity Control in Neural Networks Behnam Neyshabur Ryota Tomioka Nathan Srebro 111 577 0 27 Feb 2015