Defining Neural Network Architecture through Polytope Structures of Dataset

4 February 2024

Papers citing "Defining Neural Network Architecture through Polytope Structures of Dataset"

7 / 7 papers shown

Title
Deep ReLU Networks Have Surprisingly Simple Polytopes Fenglei Fan Wei Huang Xiang-yu Zhong Lecheng Ruan T. Zeng Huan Xiong Fei-Yue Wang 51 5 0 16 May 2023
When Deep Learning Meets Polyhedral Theory: A Survey Joey Huchette Gonzalo Muñoz Thiago Serra Calvin Tsay AI4CE 84 32 0 29 Apr 2023
Effects of Data Geometry in Early Deep Learning Saket Tiwari G. Konidaris 44 6 0 29 Dec 2022
Topological Deep Learning: Classification Neural Networks Mustafa Hajij Kyle Istvan 24 5 0 16 Feb 2021
Extracting Training Data from Large Language Models Nicholas Carlini Florian Tramèr Eric Wallace Matthew Jagielski Ariel Herbert-Voss ... Tom B. Brown D. Song Ulfar Erlingsson Alina Oprea Colin Raffel MLAU SILM 261 1,386 0 14 Dec 2020
Deep Networks and the Multiple Manifold Problem Sam Buchanan D. Gilboa John N. Wright 158 35 0 25 Aug 2020
Input Convex Neural Networks Brandon Amos Lei Xu J. Zico Kolter 163 496 0 22 Sep 2016