Near-Minimax Optimal Estimation With Shallow ReLU Neural Networks

18 September 2021

Papers citing "Near-Minimax Optimal Estimation With Shallow ReLU Neural Networks"

5 / 5 papers shown

Title
Sobolev norm inconsistency of kernel interpolation Yunfei Yang 22 0 0 29 Apr 2025
Random ReLU Neural Networks as Non-Gaussian Processes Rahul Parhi Pakshal Bohra Ayoub El Biari Mehrsa Pourya Michael Unser 46 1 0 16 May 2024
Function-Space Optimality of Neural Architectures with Multivariate Nonlinearities Rahul Parhi Michael Unser 34 4 0 05 Oct 2023
ReLU Neural Networks with Linear Layers are Biased Towards Single- and Multi-Index Models Suzanna Parkinson Greg Ongie Rebecca Willett 28 6 0 24 May 2023
$Approximation by Combinations of ReLU and Squared ReLU Ridge Functions with $ \ell^1 $ and $ \ell^0 $ Controls$ Approximation by Combinations of ReLU and Squared ReLU Ridge Functions with $\ell^1$ and $\ell^0$ Controls Jason M. Klusowski Andrew R. Barron 98 129 0 26 Jul 2016