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Minimax Lower Bounds for Ridge Combinations Including Neural Nets

Minimax Lower Bounds for Ridge Combinations Including Neural Nets

9 February 2017
Jason M. Klusowski
Andrew R. Barron
ArXivPDFHTML

Papers citing "Minimax Lower Bounds for Ridge Combinations Including Neural Nets"

5 / 5 papers shown
Title
On the explainability of quantum neural networks based on variational
  quantum circuits
On the explainability of quantum neural networks based on variational quantum circuits
Ammar Daskin
MLT
FAtt
23
2
0
12 Jan 2023
Near-Minimax Optimal Estimation With Shallow ReLU Neural Networks
Near-Minimax Optimal Estimation With Shallow ReLU Neural Networks
Rahul Parhi
Robert D. Nowak
50
38
0
18 Sep 2021
A Priori Estimates of the Population Risk for Two-layer Neural Networks
A Priori Estimates of the Population Risk for Two-layer Neural Networks
Weinan E
Chao Ma
Lei Wu
29
130
0
15 Oct 2018
Approximation and Estimation for High-Dimensional Deep Learning Networks
Approximation and Estimation for High-Dimensional Deep Learning Networks
Andrew R. Barron
Jason M. Klusowski
21
59
0
10 Sep 2018
Posterior Concentration for Sparse Deep Learning
Posterior Concentration for Sparse Deep Learning
Nicholas G. Polson
Veronika Rockova
UQCV
BDL
30
87
0
24 Mar 2018
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