A Corrective View of Neural Networks: Representation, Memorization and Learning

1 February 2020

Papers citing "A Corrective View of Neural Networks: Representation, Memorization and Learning"

6 / 6 papers shown

Title
Scalable Neural Network Kernels Arijit Sehanobish Krzysztof Choromanski Yunfan Zhao Kumar Avinava Dubey Valerii Likhosherstov 36 4 0 20 Oct 2023
Datamodels: Predicting Predictions from Training Data Andrew Ilyas Sung Min Park Logan Engstrom Guillaume Leclerc A. Madry TDI 38 131 0 01 Feb 2022
Computational Separation Between Convolutional and Fully-Connected Networks Eran Malach Shai Shalev-Shwartz 19 26 0 03 Oct 2020
A law of robustness for two-layers neural networks Sébastien Bubeck Yuanzhi Li Dheeraj M. Nagaraj 25 57 0 30 Sep 2020
$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 130 142 0 26 Jul 2016
Benefits of depth in neural networks Matus Telgarsky 148 602 0 14 Feb 2016