conftrace_

random neural network

5 papers

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Also known as

RANDNET

Co-occurring keywords

universal approximator (19) neural network (6616) partial differential equation (222) parareal method (1) relu network (143) optimization error (3) barron type function (1) classification performance (24) linear separability (21) concentration of measure (11)

Papers

A Priori Estimation of the Approximation, Optimization and Generalization Errors of Random Neural Networks for Solving Partial Differential Equations IJCAI 2025
RandNet-Parareal: a time-parallel PDE solver using Random Neural Networks NIPS 2024
How Powerful are Shallow Neural Networks with Bandlimited Random Weights? ICML 2023
The Separation Capacity of Random Neural Networks JMLR 2022
Weighted Sums of Random Kitchen Sinks: Replacing minimization with randomization in learning NIPS 2008