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Activity Number: 588 - Statistical Analysis of Tensor Data
Type: Invited
Date/Time: Thursday, August 1, 2019 : 8:30 AM to 10:20 AM
Sponsor: Section on Nonparametric Statistics
Abstract #300049
Title: Model-Based Clustering of Tensor Data
Author(s): Xin Zhang*
Companies: Florida State University
Keywords: Tensor Data; Dimension Reduction; Clustering; Gaussian Mixture Models

In this talk, we consider cluster analysis of high-dimensional tensor Gaussian mixtures. We will present some recent work on probabilistic mixture models involving tensor data where the cluster analysis can be substantially improved by projecting the data onto latent low-dimensional subspace and/or by feature selection on tensors.

Authors who are presenting talks have a * after their name.

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