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Online Similarity Learning for Big Data with Overfitting 期刊论文
IEEE Transactions on Big Data, 2018, 卷号: 4, 期号: 1, 页码: 78-89
Authors:  Cong Y(丛杨);  Liu J(刘霁);  Fan BJ(范保杰);  Zeng P(曾鹏);  Yu HB(于海斌);  Luo JB(罗杰波)
Adobe PDF(930Kb)  |  Favorite  |  View/Download:347/32  |  Submit date:2017/12/21
Online Learning  Similarity Learning  Low Rank  Sparse Representation  Feature Selection  Overfitting  Redundancy  
Dual Graph Regularized Discriminative Multitask Tracker 期刊论文
IEEE Transactions on Multimedia, 2018, 卷号: 20, 期号: 9, 页码: 2303-2315
Authors:  Fan BJ(范保杰);  Cong Y(丛杨);  Tang YD(唐延东)
Adobe PDF(5057Kb)  |  Favorite  |  View/Download:219/25  |  Submit date:2018/02/24
Multi-task Tracker  Discriminative Low Rank Learning  Geometric Structure Information  Graph Regularization  Collaborate Metric  
Structured and weighted multi-task low rank tracker 期刊论文
PATTERN RECOGNITION, 2018, 卷号: 81, 页码: 528-544
Authors:  Fan BJ(范保杰);  Li XM(李小毛);  Cong Y(丛杨);  Tang YD(唐延东)
Adobe PDF(4183Kb)  |  Favorite  |  View/Download:205/49  |  Submit date:2018/09/04
Robust multi-subtask learning  Structured and weighted low rank  Group-sparsity regularization  Normalized collaboration metric