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IEEE Transactions on Neural Networks and Learning Systems|September 23, 2021
An Optimal Transport Analysis on Generalization in Deep LearningJingwei Zhang, Tongliang Liu, Dacheng TaoIEEE Transactions on Image Processing : a Publication of the IEEE Signal Processing Society|June 26, 2015
High-Order Topology Modeling of Visual Words for Image ClassificationKaiqi Huang, Chong Wang, Dacheng TaoNeural Computation|October 21, 2016
LSV-Based Tail Inequalities for Sums of Random MatricesChao Zhang, Lei Du, Dacheng TaoIEEE Transactions on Image Processing : a Publication of the IEEE Signal Processing Society|July 5, 2021
Open-Set Hypothesis Transfer With Semantic ConsistencyZeyu Feng, Chang Xu, Dacheng TaoIEEE Transactions on Neural Networks and Learning Systems|September 18, 2018
Dualityfree Methods for Stochastic Composition OptimizationLiu Liu, Ji Liu, Dacheng TaoIEEE Transactions on Neural Networks and Learning Systems|February 8, 2020
Why ResNet Works? Residuals GeneralizeFengxiang He, Tongliang Liu, Dacheng TaoIEEE Transactions on Image Processing : a Publication of the IEEE Signal Processing Society|June 24, 2014
Person re-identification over camera networks using multi-task distance metric learningLianyang Ma, Xiaokang Yang, Dacheng TaoIEEE Transactions on Pattern Analysis and Machine Intelligence|April 7, 2021
Variance Reduced Methods for Non-Convex Composition OptimizationLiu Liu, Ji Liu, Dacheng TaoIEEE Transactions on Neural Networks and Learning Systems|April 21, 2021
On the Rates of Convergence From Surrogate Risk Minimizers to the Bayes Optimal ClassifierJingwei Zhang, Tongliang Liu, Dacheng TaoIEEE Transactions on Pattern Analysis and Machine Intelligence|September 10, 2015
Large-Margin Multi-View Information BottleneckChang Xu, Dacheng Tao, Chao XuPageof 1,159