Function Space and Critical Points of Linear Convolutional Networks

Function Space and Critical Points of Linear Convolutional Networks

12 April 2023

Guido Montúfar

Matthew Trager

Papers citing "Function Space and Critical Points of Linear Convolutional Networks"

7 / 7 papers shown

Title
An Invitation to Neuroalgebraic Geometry G. Marchetti V. Shahverdi Stefano Mereta Matthew Trager Kathlén Kohn 113 2 0 31 Jan 2025
Training Dynamics of In-Context Learning in Linear Attention Yedi Zhang Aaditya K. Singh Peter E. Latham Andrew Saxe MLT 64 1 0 28 Jan 2025
Geometry and Optimization of Shallow Polynomial Networks Yossi Arjevani Joan Bruna Joe Kileel Elzbieta Polak Matthew Trager 36 1 0 10 Jan 2025
On the Geometry and Optimization of Polynomial Convolutional Networks V. Shahverdi G. Marchetti Kathlén Kohn 25 2 0 01 Oct 2024
Algebraic Complexity and Neurovariety of Linear Convolutional Networks V. Shahverdi 24 2 0 29 Jan 2024
Geometry of Linear Neural Networks: Equivariance and Invariance under Permutation Groups Kathlén Kohn Anna-Laura Sattelberger V. Shahverdi 25 3 0 24 Sep 2023
Critical Points and Convergence Analysis of Generative Deep Linear Networks Trained with Bures-Wasserstein Loss Pierre Bréchet Katerina Papagiannouli Jing An Guido Montúfar 25 3 0 06 Mar 2023