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Generalization and Stability of Interpolating Neural Networks with Minimal Width

Generalization and Stability of Interpolating Neural Networks with Minimal Width

Hossein Taheri
Christos Thrampoulidis
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Papers citing "Generalization and Stability of Interpolating Neural Networks with Minimal Width"

9 / 9 papers shown
Title
Sharper Guarantees for Learning Neural Network Classifiers with Gradient Methods
Sharper Guarantees for Learning Neural Network Classifiers with Gradient Methods
Hossein Taheri
Christos Thrampoulidis
Arya Mazumdar
MLT
33
0
0
13 Oct 2024
NTK-Guided Few-Shot Class Incremental Learning
NTK-Guided Few-Shot Class Incremental Learning
Jingren Liu
Zhong Ji
Yanwei Pang
Yunlong Yu
CLL
34
3
0
19 Mar 2024
Implicit Bias and Fast Convergence Rates for Self-attention
Implicit Bias and Fast Convergence Rates for Self-attention
Bhavya Vasudeva
Puneesh Deora
Christos Thrampoulidis
26
13
0
08 Feb 2024
Fine-grained analysis of non-parametric estimation for pairwise learning
Fine-grained analysis of non-parametric estimation for pairwise learning
Junyu Zhou
Shuo Huang
Han Feng
Puyu Wang
Ding-Xuan Zhou
37
1
0
31 May 2023
Generalization Guarantees of Gradient Descent for Multi-Layer Neural Networks
Generalization Guarantees of Gradient Descent for Multi-Layer Neural Networks
Puyu Wang
Yunwen Lei
Di Wang
Yiming Ying
Ding-Xuan Zhou
MLT
27
3
0
26 May 2023
Fast Convergence in Learning Two-Layer Neural Networks with Separable Data
Fast Convergence in Learning Two-Layer Neural Networks with Separable Data
Hossein Taheri
Christos Thrampoulidis
MLT
16
3
0
22 May 2023
Stability and Generalization Analysis of Gradient Methods for Shallow Neural Networks
Stability and Generalization Analysis of Gradient Methods for Shallow Neural Networks
Yunwen Lei
Rong Jin
Yiming Ying
MLT
37
18
0
19 Sep 2022
On Generalization of Decentralized Learning with Separable Data
On Generalization of Decentralized Learning with Separable Data
Hossein Taheri
Christos Thrampoulidis
FedML
27
10
0
15 Sep 2022
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