Deep Neural Tangent Kernel and Laplace Kernel Have the Same RKHS

22 September 2020

Papers citing "Deep Neural Tangent Kernel and Laplace Kernel Have the Same RKHS"

19 / 69 papers shown

Title
Neural Contextual Bandits without Regret Parnian Kassraie Andreas Krause OffRL 15 38 0 07 Jul 2021
Convergence and Alignment of Gradient Descent with Random Backpropagation Weights Ganlin Song Ruitu Xu John D. Lafferty ODL 46 21 0 10 Jun 2021
A Neural Tangent Kernel Perspective of GANs Jean-Yves Franceschi Emmanuel de Bézenac Ibrahim Ayed Mickaël Chen Sylvain Lamprier Patrick Gallinari 29 26 0 10 Jun 2021
Neural Tangent Kernel Maximum Mean Discrepancy Xiuyuan Cheng Yao Xie 11 19 0 06 Jun 2021
FL-NTK: A Neural Tangent Kernel-based Framework for Federated Learning Convergence Analysis Baihe Huang Xiaoxiao Li Zhao-quan Song Xin Yang FedML 23 16 0 11 May 2021
Deep Neural Networks as Point Estimates for Deep Gaussian Processes Vincent Dutordoir J. Hensman Mark van der Wilk Carl Henrik Ek Zoubin Ghahramani N. Durrande BDL UQCV 8 30 0 10 May 2021
An $L^2$ Analysis of Reinforcement Learning in High Dimensions with Kernel and Neural Network Approximation Jihao Long Jiequn Han null Weinan E OffRL 6 15 0 15 Apr 2021
Spectral Analysis of the Neural Tangent Kernel for Deep Residual Networks Yuval Belfer Amnon Geifman Meirav Galun Ronen Basri 12 17 0 07 Apr 2021
Random Features for the Neural Tangent Kernel Insu Han H. Avron N. Shoham Chaewon Kim Jinwoo Shin 19 9 0 03 Apr 2021
Shift Invariance Can Reduce Adversarial Robustness Songwei Ge Vasu Singla Ronen Basri David Jacobs AAML OOD 18 26 0 03 Mar 2021
Approximation and Learning with Deep Convolutional Models: a Kernel Perspective A. Bietti 27 29 0 19 Feb 2021
Deep Equals Shallow for ReLU Networks in Kernel Regimes A. Bietti Francis R. Bach 23 86 0 30 Sep 2020
Kernel-Based Smoothness Analysis of Residual Networks Tom Tirer Joan Bruna Raja Giryes 16 18 0 21 Sep 2020
Overcoming the curse of dimensionality with Laplacian regularization in semi-supervised learning Vivien A. Cabannes Loucas Pillaud-Vivien Francis R. Bach Alessandro Rudi 6 19 0 09 Sep 2020
Multiple Descent: Design Your Own Generalization Curve Lin Chen Yifei Min M. Belkin Amin Karbasi DRL 18 61 0 03 Aug 2020
Regularization Matters: A Nonparametric Perspective on Overparametrized Neural Network Tianyang Hu Wenjia Wang Cong Lin Guang Cheng 9 51 0 06 Jul 2020
On the Similarity between the Laplace and Neural Tangent Kernels Amnon Geifman A. Yadav Yoni Kasten Meirav Galun David Jacobs Ronen Basri 13 87 0 03 Jul 2020
Towards Understanding the Spectral Bias of Deep Learning Yuan Cao Zhiying Fang Yue Wu Ding-Xuan Zhou Quanquan Gu 29 214 0 03 Dec 2019
Exact Convergence Rates of the Neural Tangent Kernel in the Large Depth Limit Soufiane Hayou Arnaud Doucet Judith Rousseau 11 4 0 31 May 2019