117 related articles for article (PubMed ID: 37037041)
1. Generalization Analysis of Pairwise Learning for Ranking With Deep Neural Networks.
Huang S; Zhou J; Feng H; Zhou DX
Neural Comput; 2023 May; 35(6):1135-1158. PubMed ID: 37037041
[TBL] [Abstract][Full Text] [Related]
2. Generalization Analysis of CNNs for Classification on Spheres.
Feng H; Huang S; Zhou DX
IEEE Trans Neural Netw Learn Syst; 2023 Sep; 34(9):6200-6213. PubMed ID: 34941530
[TBL] [Abstract][Full Text] [Related]
3. Quantifying the generalization error in deep learning in terms of data distribution and neural network smoothness.
Jin P; Lu L; Tang Y; Karniadakis GE
Neural Netw; 2020 Oct; 130():85-99. PubMed ID: 32650153
[TBL] [Abstract][Full Text] [Related]
4. Learning Rates for Nonconvex Pairwise Learning.
Li S; Liu Y
IEEE Trans Pattern Anal Mach Intell; 2023 Aug; 45(8):9996-10011. PubMed ID: 37030773
[TBL] [Abstract][Full Text] [Related]
5. Pairwise learning problems with regularization networks and Nyström subsampling approach.
Wang C; Hu T; Jiang S
Neural Netw; 2023 Jan; 157():176-192. PubMed ID: 36334538
[TBL] [Abstract][Full Text] [Related]
6. Online Pairwise Learning Algorithms.
Ying Y; Zhou DX
Neural Comput; 2016 Apr; 28(4):743-77. PubMed ID: 26890352
[TBL] [Abstract][Full Text] [Related]
7. Approximation of smooth functionals using deep ReLU networks.
Song L; Liu Y; Fan J; Zhou DX
Neural Netw; 2023 Sep; 166():424-436. PubMed ID: 37549610
[TBL] [Abstract][Full Text] [Related]
8. Analysis of convergence performance of neural networks ranking algorithm.
Zhang Y; Cao F
Neural Netw; 2012 Oct; 34():65-71. PubMed ID: 22853999
[TBL] [Abstract][Full Text] [Related]
9. Fast generalization error bound of deep learning without scale invariance of activation functions.
Terada Y; Hirose R
Neural Netw; 2020 Sep; 129():344-358. PubMed ID: 32593931
[TBL] [Abstract][Full Text] [Related]
10. An Optimal Transport Analysis on Generalization in Deep Learning.
Zhang J; Liu T; Tao D
IEEE Trans Neural Netw Learn Syst; 2023 Jun; 34(6):2842-2853. PubMed ID: 34554918
[TBL] [Abstract][Full Text] [Related]
11. High-dimensional dynamics of generalization error in neural networks.
Advani MS; Saxe AM; Sompolinsky H
Neural Netw; 2020 Dec; 132():428-446. PubMed ID: 33022471
[TBL] [Abstract][Full Text] [Related]
12. Low dimensional approximation and generalization of multivariate functions on smooth manifolds using deep ReLU neural networks.
Labate D; Shi J
Neural Netw; 2024 Jun; 174():106223. PubMed ID: 38458005
[TBL] [Abstract][Full Text] [Related]
13. Theory of deep convolutional neural networks II: Spherical analysis.
Fang Z; Feng H; Huang S; Zhou DX
Neural Netw; 2020 Nov; 131():154-162. PubMed ID: 32781384
[TBL] [Abstract][Full Text] [Related]
14. Theory of deep convolutional neural networks III: Approximating radial functions.
Mao T; Shi Z; Zhou DX
Neural Netw; 2021 Dec; 144():778-790. PubMed ID: 34688019
[TBL] [Abstract][Full Text] [Related]
15. AUC-Maximized Deep Convolutional Neural Fields for Protein Sequence Labeling.
Wang S; Sun S; Xu J
Mach Learn Knowl Discov Databases; 2016 Sep; 9852():1-16. PubMed ID: 28884168
[TBL] [Abstract][Full Text] [Related]
16. An analysis of training and generalization errors in shallow and deep networks.
Mhaskar HN; Poggio T
Neural Netw; 2020 Jan; 121():229-241. PubMed ID: 31574413
[TBL] [Abstract][Full Text] [Related]
17. Simultaneous approximation of a smooth function and its derivatives by deep neural networks with piecewise-polynomial activations.
Belomestny D; Naumov A; Puchkin N; Samsonov S
Neural Netw; 2023 Apr; 161():242-253. PubMed ID: 36774863
[TBL] [Abstract][Full Text] [Related]
18. Evidential Deep Learning for Guided Molecular Property Prediction and Discovery.
Soleimany AP; Amini A; Goldman S; Rus D; Bhatia SN; Coley CW
ACS Cent Sci; 2021 Aug; 7(8):1356-1367. PubMed ID: 34471680
[TBL] [Abstract][Full Text] [Related]
19. Learning from pairwise constraints by Similarity Neural Networks.
Maggini M; Melacci S; Sarti L
Neural Netw; 2012 Feb; 26():141-58. PubMed ID: 22055097
[TBL] [Abstract][Full Text] [Related]
20. Approximation rates for neural networks with encodable weights in smoothness spaces.
Gühring I; Raslan M
Neural Netw; 2021 Feb; 134():107-130. PubMed ID: 33310376
[TBL] [Abstract][Full Text] [Related]
[Next] [New Search]
