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Keyword Search Criteria: Tensor returned 15 record(s)
Sunday, 07/29/2018
Probabilistic Partial Least Squares Regression Applied to Longitudinal and Cross-Sectional Compositional Data
Peter A Tait, McMaster Univeristy; Paul McNicholas, McMaster University


Joint Modeling of Multi-System Wearable Data
Vadim Zipunnikov, Johns Hopkins Bloomberg School of Public Health; Junrui Di, Johns Hopkins Bloomberg School of Public Health
5:20 PM

Monday, 07/30/2018
Covariate-Adjusted Tensor Classification in High-Dimensions
Yuqing Pan, Florida State University; Qing Mai, Florida State University; Xin Zhang, Florida State University


Multilinear Low-Rank Vector Autoregressive Modeling via Tensor Decomposition
Di Wang, University of Hong Kong; Guodong Li, University of Hong Kong; Dr. LIAN Heng, City University of Hong Kong
10:35 AM

Capturing Enhanced Information with Higher-Order Tensorian Statistics and Predicting Mortality from Accelerometry-Measured Physical Activity
Junrui Di, Johns Hopkins Bloomberg School of Public Health; Vadim Zipunnikov, Johns Hopkins Bloomberg School of Public Health
11:20 AM

Correlation Tensor Decomposition and Its Application in Spatial Imaging Data
Yujia Deng, UIUC; Xiwei Tang, University of Virginia; Annie Qu, University of Illinois at Urbana-Champaign
12:05 PM

Multilayer Tensor Factorization with Applications to Recommender Systems
Xuan Bi; Annie Qu, University of Illinois at Urbana-Champaign; Xiaotong Shen, University of Minnesota
2:50 PM

The Spatial Wishart Process and Its Applications to Diffusion Tensor Images
Zhou Lan, North Carolina State University; Brian Reich, North Carolina State University; Joseph Guinness, NC State University; Dipankar Bandyopadhyay, Virginia Commonwealth University
3:35 PM

Tuesday, 07/31/2018
On the Covariance Estimation and Principal Component Analysis for Spatially Dependent Functional Data
Haozhe Zhang, Iowa State University; Yehua Li, University of California, Riverside
9:05 AM

Unsupervised Learning for Deciphering Mutational Signatures in Human Cancer
Ludmil B Alexandrov, University of California, San Diego; Velimir V Vesselinov, Los Alamos National Lab; Boian S Alexandrov, Los Alamos National Lab
2:55 PM

Wednesday, 08/01/2018
Genetic Analysis of Imaging Data Using Random-Effect Tensor Regression
Tong Shen, University of California, Irvine


Bayesian Variable Selection Using Spike and Slab Prior with Application to High-Dimensional EEG Data by Local Modeling
Shariq Mohammed, University of Connecticut; Dipak Kumar Dey, University of Connecticut; Yuping Zhang, University of Connecticut
11:50 AM

Thursday, 08/02/2018
Multivariate Methods and Data Integration in Social Media for Anomaly Detection
Karl Pazdernik, Pacific Northwest National Laboratory; Kellie MacPhee, University of Washington; Bryan Stanfill, Pacific Northwest National Laboratory; Lisa Bramer, Pacific Northwest National Laboratory
8:50 AM

Spatial Modeling of Diffusion Tensor Imaging Data from a Cocaine Addiction Study
Dipankar Bandyopadhyay, Virginia Commonwealth University; Zhou Lan, North Carolina State University; Brian Reich, North Carolina State University; Joseph Guinness, NC State University
9:55 AM

Online Non-Negative Tensor Decomposition with Application to Kidney Paired Donation
Mathieu Bray, University of Michigan; Peter X.-K. Song, University of Michigan
11:50 AM