The Real Tropical Geometry of Neural Networks

18 March 2024

Papers citing "The Real Tropical Geometry of Neural Networks"

6 / 6 papers shown

Title
How to Learn a Star: Binary Classification with Starshaped Polyhedral Sets Marie-Charlotte Brandenburg Katharina Jochemko 132 0 0 02 May 2025
An Invitation to Neuroalgebraic Geometry G. Marchetti V. Shahverdi Stefano Mereta Matthew Trager Kathlén Kohn 116 2 0 31 Jan 2025
Neural Networks and (Virtual) Extended Formulations Christoph Hertrich Georg Loho 75 3 0 05 Nov 2024
When Deep Learning Meets Polyhedral Theory: A Survey Joey Huchette Gonzalo Muñoz Thiago Serra Calvin Tsay AI4CE 94 32 0 29 Apr 2023
Fast Convex Optimization for Two-Layer ReLU Networks: Equivalent Model Classes and Cone Decompositions Aaron Mishkin Arda Sahiner Mert Pilanci OffRL 77 30 0 02 Feb 2022
Benefits of depth in neural networks Matus Telgarsky 148 602 0 14 Feb 2016