Singular Value Perturbation and Deep Network Optimization

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Singular Value Perturbation and Deep Network Optimization

7 March 2022

Randall Balestriero

Richard G. Baraniuk

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Papers citing "Singular Value Perturbation and Deep Network Optimization"

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Title
Kolmogorov-Arnold Networks: Approximation and Learning Guarantees for Functions and their Derivatives Anastasis Kratsios Takashi Furuya 70 1 0 21 Apr 2025
Scalable Message Passing Neural Networks: No Need for Attention in Large Graph Representation Learning Haitz Sáez de Ocáriz Borde Artem Lukoianov Anastasis Kratsios Michael M. Bronstein Xiaowen Dong GNN 73 2 0 29 Oct 2024
On the Geometry of Deep Learning Randall Balestriero Ahmed Imtiaz Humayun Richard G. Baraniuk AI4CE 128 1 0 09 Aug 2024
Fast and Exact Enumeration of Deep Networks Partitions Regions Randall Balestriero Yann LeCun 55 5 0 20 Jan 2024
Training Dynamics of Deep Network Linear Regions Ahmed Imtiaz Humayun Randall Balestriero Richard Baraniuk 75 3 0 19 Oct 2023
Batch Normalization Explained Randall Balestriero Richard G. Baraniuk AAML 92 17 0 29 Sep 2022