Probabilistic Models for Incomplete Multi-dimensional Arrays

In multiway data, each sample is measured by multiple sets of correlated attributes. We develop a probabilistic framework for model- ing structural dependency from partially ob- served multi-dimensional array data, known as pTucker. Latent components associated with individual array dimensions are jointly retrieved while the core tensor i...更多