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Noisy Interpolation Learning with Shallow Univariate ReLU Networks

Noisy Interpolation Learning with Shallow Univariate ReLU Networks

28 July 2023
Nirmit Joshi
Gal Vardi
Nathan Srebro
ArXivPDFHTML

Papers citing "Noisy Interpolation Learning with Shallow Univariate ReLU Networks"

10 / 10 papers shown
Title
The Effects of Multi-Task Learning on ReLU Neural Network Functions
The Effects of Multi-Task Learning on ReLU Neural Network Functions
Julia B. Nakhleh
Joseph Shenouda
Robert D. Nowak
32
1
0
29 Oct 2024
Overfitting Behaviour of Gaussian Kernel Ridgeless Regression: Varying
  Bandwidth or Dimensionality
Overfitting Behaviour of Gaussian Kernel Ridgeless Regression: Varying Bandwidth or Dimensionality
Marko Medvedev
Gal Vardi
Nathan Srebro
54
3
0
05 Sep 2024
From Tempered to Benign Overfitting in ReLU Neural Networks
From Tempered to Benign Overfitting in ReLU Neural Networks
Guy Kornowski
Gilad Yehudai
Ohad Shamir
18
12
0
24 May 2023
Benign Overfitting in Linear Classifiers and Leaky ReLU Networks from
  KKT Conditions for Margin Maximization
Benign Overfitting in Linear Classifiers and Leaky ReLU Networks from KKT Conditions for Margin Maximization
Spencer Frei
Gal Vardi
Peter L. Bartlett
Nathan Srebro
30
22
0
02 Mar 2023
A Non-Asymptotic Moreau Envelope Theory for High-Dimensional Generalized
  Linear Models
A Non-Asymptotic Moreau Envelope Theory for High-Dimensional Generalized Linear Models
Lijia Zhou
Frederic Koehler
Pragya Sur
Danica J. Sutherland
Nathan Srebro
83
9
0
21 Oct 2022
On the Effective Number of Linear Regions in Shallow Univariate ReLU
  Networks: Convergence Guarantees and Implicit Bias
On the Effective Number of Linear Regions in Shallow Univariate ReLU Networks: Convergence Guarantees and Implicit Bias
Itay Safran
Gal Vardi
Jason D. Lee
MLT
44
23
0
18 May 2022
The Implicit Bias of Benign Overfitting
The Implicit Bias of Benign Overfitting
Ohad Shamir
91
35
0
27 Jan 2022
Tight bounds for minimum l1-norm interpolation of noisy data
Tight bounds for minimum l1-norm interpolation of noisy data
Guillaume Wang
Konstantin Donhauser
Fanny Yang
77
20
0
10 Nov 2021
Ridgeless Interpolation with Shallow ReLU Networks in $1D$ is Nearest
  Neighbor Curvature Extrapolation and Provably Generalizes on Lipschitz
  Functions
Ridgeless Interpolation with Shallow ReLU Networks in 1D1D1D is Nearest Neighbor Curvature Extrapolation and Provably Generalizes on Lipschitz Functions
Boris Hanin
MLT
30
9
0
27 Sep 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
78
29
0
16 Oct 2020
1