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conftrace_

random neural network

5 papers

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Also known as

RANDNET

Co-occurring keywords · papers mentioning both

universal approximator (2) neural network (2) partial differential equation (2) parareal method (1) relu network (1) optimization error (1) barron type function (1) classification performance (1) linear separability (1) concentration of measure (1)

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 NeurIPS 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 NeurIPS 2008