Deep Learning meets Nonparametric Regression: Are Weight-Decayed DNNs Locally Adaptive?

20 April 2022

Papers citing "Deep Learning meets Nonparametric Regression: Are Weight-Decayed DNNs Locally Adaptive?"

5 / 5 papers shown

Title
Characterizing 4-string contact interaction using machine learning Harold Erbin Atakan Hilmi Fırat 40 15 0 16 Nov 2022
$Intrinsic dimensionality and generalization properties of the $\mathcal{R}$-norm inductive bias$ Intrinsic dimensionality and generalization properties of the $\mathcal{R}$ -norm inductive bias Navid Ardeshir Daniel J. Hsu Clayton Sanford CML AI4CE 28 6 0 10 Jun 2022
Near-Minimax Optimal Estimation With Shallow ReLU Neural Networks Rahul Parhi Robert D. Nowak 61 38 0 18 Sep 2021
The large learning rate phase of deep learning: the catapult mechanism Aitor Lewkowycz Yasaman Bahri Ethan Dyer Jascha Narain Sohl-Dickstein Guy Gur-Ari ODL 159 236 0 04 Mar 2020
The Loss Surfaces of Multilayer Networks A. Choromańska Mikael Henaff Michaël Mathieu Gerard Ben Arous Yann LeCun ODL 186 1,186 0 30 Nov 2014