68 citations · 141 across the 4 of their papers we have counts for
4 papers
Latent Complete Row Space Recovery for Multi-view Subspace Clustering
Hong Tao, Chenping Hou, Yuhua Qian +2
Multi-view subspace clustering has been applied to applications such as image processing and video surveillance, and has attracted increasing attention. Most existing methods learn…
Dictionary Learning with BLOTLESS Update
Qi Yu, Wei Dai, Zoran Cvetkovic +1
Algorithms for learning a dictionary to sparsely represent a given dataset typically alternate between sparse coding and dictionary update stages. Methods for dictionary update aim…
Joint Embedding Learning and Low-Rank Approximation: A Framework for Incomplete Multi-view Learning
Hong Tao, Chenping Hou, Dongyun Yi +2
In real-world applications, not all instances in multi-view data are fully represented. To deal with incomplete data, Incomplete Multi-view Learning (IML) rises. In this paper, we…
Strongly Convex Programming for Exact Matrix Completion and Robust Principal Component Analysis
Hui Zhang, Jian-Feng Cai, Lizhi Cheng +1
The common task in matrix completion (MC) and robust principle component analysis (RPCA) is to recover a low-rank matrix from a given data matrix. These problems gained great atten…