A Tropical Approach to Neural Networks with Piecewise Linear Activations

22 May 2018

Papers citing "A Tropical Approach to Neural Networks with Piecewise Linear Activations"

9 / 9 papers shown

Title
Tight Certified Robustness via Min-Max Representations of ReLU Neural Networks Brendon G. Anderson Samuel Pfrommer Somayeh Sojoudi OOD 34 1 0 07 Oct 2023
When Deep Learning Meets Polyhedral Theory: A Survey Joey Huchette Gonzalo Muñoz Thiago Serra Calvin Tsay AI4CE 94 33 0 29 Apr 2023
Lower Bounds on the Depth of Integral ReLU Neural Networks via Lattice Polytopes Christian Haase Christoph Hertrich Georg Loho 34 22 0 24 Feb 2023
An enriched category theory of language: from syntax to semantics T. Bradley John Terilla Yiannis Vlassopoulos 29 26 0 15 Jun 2021
Sharp bounds for the number of regions of maxout networks and vertices of Minkowski sums Guido Montúfar Yue Ren Leon Zhang 20 39 0 16 Apr 2021
Advances in the training, pruning and enforcement of shape constraints of Morphological Neural Networks using Tropical Algebra Nikolaos Dimitriadis Petros Maragos 13 9 0 15 Nov 2020
Sparse Approximate Solutions to Max-Plus Equations with Application to Multivariate Convex Regression Nikos Tsilivis Anastasios Tsiamis Petros Maragos 29 3 0 06 Nov 2020
Empirical Bounds on Linear Regions of Deep Rectifier Networks Thiago Serra Srikumar Ramalingam 8 42 0 08 Oct 2018
Geometry of the restricted Boltzmann machine M. Cueto Jason Morton Bernd Sturmfels 58 82 0 30 Aug 2009