Bayesian Tensor Analysis

• Main Authors: TAO, Dacheng, SUN, Jimeng, SHEN, Jialie, WU, Xindong, LI, Xuelong, Maybank, Stephen J., Faloutsos, Christos
• Format: text
• Language: English
• Published: Institutional Knowledge at Singapore Management University 2008
• Subjects: Computer Sciences
• Online Access: https://ink.library.smu.edu.sg/sis_research/411; http://dx.doi.org/10.1109/IJCNN.2008.4633981
• Institution: Singapore Management University

Vector data are normally used for probabilistic graphical models with Bayesian inference. However, tensor data, i.e., multidimensional arrays, are actually natural representations of a large amount of real data, in data mining, computer vision, and many other applications. Aiming at breaking the hug...