Convergence Analysis of Two-layer Neural Networks with ReLU Activation

28 May 2017

Papers citing "Convergence Analysis of Two-layer Neural Networks with ReLU Activation"

12 / 12 papers shown

Title
Quantum Cognition-Inspired EEG-based Recommendation via Graph Neural Networks Jinkun Han Wei Li Yongqian Li Zhipeng Cai 77 2 0 05 Jan 2025
Revisiting Graph Neural Networks on Graph-level Tasks: Comprehensive Experiments, Analysis, and Improvements Haoyang Li Yongjun Xu C. Zhang Alexander Zhou Lei Chen Qing Li AI4CE 270 0 0 03 Jan 2025
Integrating Dual Prototypes for Task-Wise Adaption in Pre-Trained Model-Based Class-Incremental Learning Zhiming Xu Steve Yang Baile Xu Jian Zhao Furao Shen CLL 130 0 0 26 Nov 2024
Towards Understanding Why FixMatch Generalizes Better Than Supervised Learning Jingyang Li Jiachun Pan Vincent Y. F. Tan Kim-Chuan Toh Pan Zhou AAML MLT 97 0 0 15 Oct 2024
Generalizing Weather Forecast to Fine-grained Temporal Scales via Physics-AI Hybrid Modeling Wanghan Xu Fenghua Ling Wenlong Zhang Tao Han Hao Chen Wanli Ouyang Lei Bai AI4CE 87 5 0 22 May 2024
Federated Minimax Optimization: Improved Convergence Analyses and Algorithms Pranay Sharma Rohan Panda Gauri Joshi P. Varshney FedML 58 48 0 09 Mar 2022
Nonparametric Learning of Two-Layer ReLU Residual Units Zhunxuan Wang Linyun He Chunchuan Lyu Shay B. Cohen MLT OffRL 90 1 0 17 Aug 2020
Recovery Guarantees for One-hidden-layer Neural Networks Kai Zhong Zhao Song Prateek Jain Peter L. Bartlett Inderjit S. Dhillon MLT 96 336 0 10 Jun 2017
Learning ReLUs via Gradient Descent Mahdi Soltanolkotabi MLT 59 181 0 10 May 2017
Exponentially vanishing sub-optimal local minima in multilayer neural networks Daniel Soudry Elad Hoffer 93 97 0 19 Feb 2017
Qualitatively characterizing neural network optimization problems Ian Goodfellow Oriol Vinyals Andrew M. Saxe ODL 76 519 0 19 Dec 2014
Exact solutions to the nonlinear dynamics of learning in deep linear neural networks Andrew M. Saxe James L. McClelland Surya Ganguli ODL 93 1,830 0 20 Dec 2013