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Optimal rates for random Fourier features
Bharath K. Sriperumbudur
, Zoltan Szabo
Statistics
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Conference article
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peer-review
111
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Dive into the research topics of 'Optimal rates for random Fourier features'. Together they form a unique fingerprint.
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Keyphrases
Optimal Rate
100%
Random Fourier Features
100%
Degree of Approximation
75%
Popular
25%
Machine Learning
25%
Computationally Intensive
25%
Value Function
25%
Set Size
25%
Feature Representation
25%
Model Complex
25%
Computational Limit
25%
Finite Sample
25%
Low-dimensional Features
25%
Gram Matrix
25%
Shift-invariant
25%
Uniform Norm
25%
Linear Algorithm
25%
Feature Dimension
25%
Randomized Constructions
25%
Complex Relations
25%
Invariant Kernel
25%
Kernel Methods
25%
Derivative Function
25%
Performance Guarantee
25%
Computable
25%
Mathematics
Function Value
100%
Complex Model
100%
Gram Matrix
100%
Uniform Norm
100%
Kernel Method
100%
Set Size
100%
Computer Science
Approximation (Algorithm)
100%
Function Value
25%
Theoretical Study
25%
Dimensional Feature
25%
Performance Guarantee
25%
Feature Dimension
25%
Kernel Method
25%
Learning System
25%
Machine Learning
25%