Deep ReLU Networks Have Surprisingly Simple Polytopes

16 May 2023

Papers citing "Deep ReLU Networks Have Surprisingly Simple Polytopes"

4 / 4 papers shown

Title
A Relative Homology Theory of Representation in Neural Networks Kosio Beshkov 99 0 0 17 Feb 2025
When Deep Learning Meets Polyhedral Theory: A Survey Joey Huchette Gonzalo Muñoz Thiago Serra Calvin Tsay AI4CE 94 32 0 29 Apr 2023
The Role of Linear Layers in Nonlinear Interpolating Networks Greg Ongie Rebecca Willett 58 15 0 02 Feb 2022
SGD: The Role of Implicit Regularization, Batch-size and Multiple-epochs Satyen Kale Ayush Sekhari Karthik Sridharan 180 29 0 11 Jul 2021