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IEEE Transactions on Neural Networks and Learning Systems|December 23, 2021
Generalization Analysis of CNNs for Classification on SpheresHan Feng, Shuo Huang, Ding-Xuan ZhouNeural Networks : the Official Journal of the International Neural Network Society|August 12, 2020
Theory of deep convolutional neural networks II: Spherical analysisZhiying Fang, Han Feng, Shuo Huang, et al.Neural Computation|April 10, 2023
Generalization Analysis of Pairwise Learning for Ranking With Deep Neural NetworksShuo Huang, Junyu Zhou, Han Feng, et al.IEEE Transactions on Neural Networks and Learning Systems|February 19, 2026
Fine-Grained Analysis of Nonparametric Estimation for Pairwise LearningJunyu Zhou, Shuo Huang, Han Feng, et al.Neural Networks : the Official Journal of the International Neural Network Society|February 10, 2020
Theory of deep convolutional neural networks: DownsamplingDing-Xuan ZhouNeural Computation|January 18, 2017
Analysis of Online Composite Mirror Descent AlgorithmYunwen Lei, Ding-Xuan ZhouNeural Computation|November 18, 2024
Generalization Analysis of Transformers in Distribution RegressionPeilin Liu, Ding-Xuan ZhouIEEE Transactions on Neural Networks and Learning Systems|April 25, 2017
Online Learning Algorithms Can Converge Comparably Fast as Batch LearningJunhong Lin, Ding-Xuan ZhouNeural Networks : the Official Journal of the International Neural Network Society|October 23, 2021
Theory of deep convolutional neural networks III: Approximating radial functionsTong Mao, Zhongjie Shi, Ding-Xuan ZhouPageof 99