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Exact Gap between Generalization Error and Uniform Convergence in Random
  Feature Models

Exact Gap between Generalization Error and Uniform Convergence in Random Feature Models

8 March 2021
Zitong Yang
Yu Bai
Song Mei
ArXivPDFHTML

Papers citing "Exact Gap between Generalization Error and Uniform Convergence in Random Feature Models"

5 / 5 papers shown
Title
SPADE4: Sparsity and Delay Embedding based Forecasting of Epidemics
SPADE4: Sparsity and Delay Embedding based Forecasting of Epidemics
Esha Saha
L. Ho
Giang Tran
36
5
0
11 Nov 2022
Uniform Convergence of Interpolators: Gaussian Width, Norm Bounds, and
  Benign Overfitting
Uniform Convergence of Interpolators: Gaussian Width, Norm Bounds, and Benign Overfitting
Frederic Koehler
Lijia Zhou
Danica J. Sutherland
Nathan Srebro
24
55
0
17 Jun 2021
Failures of model-dependent generalization bounds for least-norm
  interpolation
Failures of model-dependent generalization bounds for least-norm interpolation
Peter L. Bartlett
Philip M. Long
80
29
0
16 Oct 2020
Double Trouble in Double Descent : Bias and Variance(s) in the Lazy
  Regime
Double Trouble in Double Descent : Bias and Variance(s) in the Lazy Regime
Stéphane dÁscoli
Maria Refinetti
Giulio Biroli
Florent Krzakala
93
152
0
02 Mar 2020
Norm-Based Capacity Control in Neural Networks
Norm-Based Capacity Control in Neural Networks
Behnam Neyshabur
Ryota Tomioka
Nathan Srebro
119
577
0
27 Feb 2015
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