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Optimal Rate of Kernel Regression in Large Dimensions

Optimal Rate of Kernel Regression in Large Dimensions

8 September 2023
Weihao Lu
Hao Zhang
Yicheng Li
Manyun Xu
Qian Lin
ArXivPDFHTML

Papers citing "Optimal Rate of Kernel Regression in Large Dimensions"

4 / 4 papers shown
Title
On the Eigenvalue Decay Rates of a Class of Neural-Network Related
  Kernel Functions Defined on General Domains
On the Eigenvalue Decay Rates of a Class of Neural-Network Related Kernel Functions Defined on General Domains
Yicheng Li
Zixiong Yu
Y. Cotronis
Qian Lin
48
13
0
04 May 2023
Precise Learning Curves and Higher-Order Scaling Limits for Dot Product
  Kernel Regression
Precise Learning Curves and Higher-Order Scaling Limits for Dot Product Kernel Regression
Lechao Xiao
Hong Hu
Theodor Misiakiewicz
Yue M. Lu
Jeffrey Pennington
46
18
0
30 May 2022
Learning with invariances in random features and kernel models
Learning with invariances in random features and kernel models
Song Mei
Theodor Misiakiewicz
Andrea Montanari
OOD
44
89
0
25 Feb 2021
ImageNet Large Scale Visual Recognition Challenge
ImageNet Large Scale Visual Recognition Challenge
Olga Russakovsky
Jia Deng
Hao Su
J. Krause
S. Satheesh
...
A. Karpathy
A. Khosla
Michael S. Bernstein
Alexander C. Berg
Li Fei-Fei
VLM
ObjD
279
39,083
0
01 Sep 2014
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