conftrace_

over-parameterized network

11 papers

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Co-occurring keywords

gradient descent (1144) neural tangent kernel (205) neural network (6616) over-parameterized neural network (13) convergence rate (607) neural network optimization (1293) layer collaboration (2) relu network (143) minimax optimal rate (24) neural network generalization (19)

Papers

Nonparametric Regression Using Over-parameterized Shallow ReLU Neural Networks JMLR 2024
Provable Acceleration of Nesterov’s Accelerated Gradient Method over Heavy Ball Method in Training Over-Parameterized Neural Networks IJCAI 2024
The Implicit Bias of Gradient Descent toward Collaboration between Layers: A Dynamic Analysis of Multilayer Perceptions NIPS 2024
Generative Gradient Inversion via Over-Parameterized Networks in Federated Learning ICCV 2023
Does Preprocessing Help Training Over-parameterized Neural Networks? NIPS 2021
Towards Understanding the Spectral Bias of Deep Learning IJCAI 2021
On the Provable Generalization of Recurrent Neural Networks NIPS 2021
Over-parameterized Adversarial Training: An Analysis Overcoming the Curse of Dimensionality NIPS 2020
A Generalized Neural Tangent Kernel Analysis for Two-layer Neural Networks NIPS 2020
Gradient Descent Finds Global Minima of Deep Neural Networks ICML 2019
Learning Compact Neural Networks with Regularization ICML 2018