Large Margin Low Rank Tensor Analysis

Exact matrix completion via convex optimization

(2012) Emmanuel Candès et al.   COMMUNICATIONS OF THE ACM

Sparse non-negative tensor factorization using columnwise coordinate descent

(2011) Ji Liu et al.   PATTERN RECOGNITION

How to Grow a Mind: Statistics, Structure, and Abstraction

(2011) J. B. Tenenbaum et al.   SCIENCE

The Power of Convex Relaxation: Near-Optimal Matrix Completion

(2010) Emmanuel J. Candes et al.   IEEE TRANSACTIONS ON INFORMATION THEORY

Tensor Distance Based Multilinear Locality-Preserved Maximum Information Embedding

(2010) Yang Liu et al.   IEEE TRANSACTIONS ON NEURAL NETWORKS

A Survey on Transfer Learning

(2009) Sinno Jialin Pan et al.   IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING

Fixed point and Bregman iterative methods for matrix rank minimization

(2009) Shiqian Ma et al.   MATHEMATICAL PROGRAMMING

Tensor Decompositions and Applications

(2009) Tamara G. Kolda et al.   SIAM REVIEW

Image Classification Using Correlation Tensor Analysis

(2008) Yun Fu et al.   IEEE TRANSACTIONS ON IMAGE PROCESSING

Tensor Rank and the Ill-Posedness of the Best Low-Rank Approximation Problem

(2008) Vin de Silva et al.   SIAM JOURNAL ON MATRIX ANALYSIS AND APPLICATIONS