Differentiable Neural Networks with RePU Activation: with Applications
to Score Estimation and Isotonic Regression

Differentiable Neural Networks with RePU Activation: with Applications to Score Estimation and Isotonic Regression

1 May 2023

Yuling Jiao

Papers citing "Differentiable Neural Networks with RePU Activation: with Applications to Score Estimation and Isotonic Regression"

4 / 4 papers shown

Title
Why Rectified Power Unit Networks Fail and How to Improve It: An Effective Theory Perspective Taeyoung Kim Myungjoo Kang 35 0 0 04 Aug 2024
Polynomial-Augmented Neural Networks (PANNs) with Weak Orthogonality Constraints for Enhanced Function and PDE Approximation Madison Cooley Shandian Zhe Robert M. Kirby Varun Shankar 75 1 0 04 Jun 2024
$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 132 142 0 26 Jul 2016
Norm-Based Capacity Control in Neural Networks Behnam Neyshabur Ryota Tomioka Nathan Srebro 127 577 0 27 Feb 2015