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IEEE Transactions on Neural Networks and Learning Systems|May 9, 2014
Generalization bounds of ERM-based learning processes for continuous-time Markov chainsChao Zhang, Dacheng TaoIEEE Transactions on Neural Networks and Learning Systems|May 9, 2014
Structure of indicator function classes with finite Vapnik-Chervonenkis dimensionsChao Zhang, Dacheng TaoNeural Computation|October 21, 2016
LSV-Based Tail Inequalities for Sums of Random MatricesChao Zhang, Lei Du, Dacheng TaoIEEE Transactions on Neural Networks and Learning Systems|May 9, 2014
Discretized-Vapnik-Chervonenkis dimension for analyzing complexity of real function classesChao Zhang, Wei Bian, Dacheng Tao, et al.IEEE Transactions on Neural Networks and Learning Systems|June 5, 2020
Generalization Bounds of Multitask Learning From Perspective of Vector-Valued Function LearningChao Zhang, Dacheng Tao, Tao Hu, et al.IEEE Transactions on Neural Networks and Learning Systems|May 23, 2025
(δ, ε)-K Segmentation for Characterizing Well-Clusterable SetsXinyu Chen, Jian Wang, Jie Yang, et al.Neural Networks : the Official Journal of the International Neural Network Society|March 18, 2026
MD-LSM: an enabling tool for real-time monitoring linear separability of hidden-layer outputs of deep networksChao Zhang, Xinyu Chen, Wensheng Li, et al.IEEE Transactions on Pattern Analysis and Machine Intelligence|March 26, 2011
Max-min distance analysis by using sequential SDP relaxation for dimension reductionWei Bian, Dacheng TaoIEEE Transactions on Pattern Analysis and Machine Intelligence|April 6, 2016
Classification with Noisy Labels by Importance ReweightingTongliang Liu, Dacheng TaoIEEE Transactions on Neural Networks and Learning Systems|August 16, 2015
On the Performance of Manhattan Nonnegative Matrix FactorizationTongliang Liu, Dacheng TaoPageof 860