Bounding and Counting Linear Regions of Deep Neural Networks

6 November 2017

Papers citing "Bounding and Counting Linear Regions of Deep Neural Networks"

7 / 57 papers shown

Title
Fast Neural Network Verification via Shadow Prices Vicencc Rubies-Royo Roberto Calandra D. Stipanović Claire Tomlin AAML 40 41 0 19 Feb 2019
Optimization Problems for Machine Learning: A Survey Claudio Gambella Bissan Ghaddar Joe Naoum-Sawaya AI4CE 30 178 0 16 Jan 2019
Strong mixed-integer programming formulations for trained neural networks Ross Anderson Joey Huchette Christian Tjandraatmadja J. Vielma 19 251 0 20 Nov 2018
Empirical Bounds on Linear Regions of Deep Rectifier Networks Thiago Serra Srikumar Ramalingam 8 42 0 08 Oct 2018
Learning Strict Identity Mappings in Deep Residual Networks Xin Yu Zhiding Yu Srikumar Ramalingam 14 17 0 05 Apr 2018
Deep Neural Networks as 0-1 Mixed Integer Linear Programs: A Feasibility Study M. Fischetti Jason Jo 11 81 0 17 Dec 2017
Understanding Deep Neural Networks with Rectified Linear Units R. Arora A. Basu Poorya Mianjy Anirbit Mukherjee PINN 41 634 0 04 Nov 2016