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Keyword Search Criteria: Convolution returned 18 record(s)
Sunday, 07/29/2018
A Hierarchical Bayesian Deconvolution Model for Inferring Immune Cell Components in Tumor
An-Shun Tai, National Tsing Hua University


A Hierarchical Bayesian Deconvolution Model for Inferring Immune Cell Components in Tumor
An-Shun Tai, National Tsing Hua University
2:15 PM

Detection of Cell-Type-Specific Risk-CpG Sites in Epigenome-Wide Association Studies
Xiangyu Luo, The Chinese University of Hong Kong; Can Yang, The Hong Kong University of Science and Technology; Yingying Wei, The Chinese University of Hong Kong
4:50 PM

Bayesian Spatial Modeling via Kernel Convolutions on Complex-Valued fMRI Signals
Cheng-Han Yu, UC Santa Cruz; Raquel Prado, University of California Santa Cruz, Baskin School of Engineering
5:05 PM

Monday, 07/30/2018
A Generalization of Convolutional Neural Networks to Graph-Structured Data
Yotam Hechtlinger, Carnegie Mellon Univ; Purvasha Chakravarti, Carnegie Mellon University; Jining Qin, Carnegie Mellon University


Tuesday, 07/31/2018
A Bayesian Nonparametic Approach to Multistate Models
Richard Warr, Brigham Young University
9:15 AM

Big Data as a Measurement Error Problem
Raymond J. Carroll, Texas A & M University; Ya Su, Texas A&M University; Anirban Bhattacharya, Texas A&M University; Yan Zhang, Johns Hopkins University; Nilanjan Chatterjee, Johns Hopkins University
9:25 AM

Wednesday, 08/01/2018
Testing Differential Gene Expression from Single-Cell RNA-Seq Data Using Bayes Deconvolusion
Jingyi Zhai, University of Michigan; Hui Jiang, University of Michigan


A Nonlinear Mixed Effects Model to Estimate Declines in Mycobacterium Tuberculosis DNA Burden from Viable Bacteria During Tuberculosis Treatment
Camille Moore, National Jewish Health; Nicholas Walter, University of Colorado Denver


Automatic Extraction of Cell Nuclei from Pathological Images
Brendan Caseria, The University of Texas at Dallas; Alsadig Ali, The University of Texas at Dallas; Yan Cao, The University of Texas at Dallas; Yifei Lou, The University of Texas at Dallas; Guanghua Xiao, The University of Texas Southwestern Medical Center


Exact Spike Train Inference via $\Ell_0$ Optimization
Daniela Witten, University of Washington; Sean Jewell, University of Washington
8:55 AM

Bayesian Blinded Sample Size Adjustment for Risk Differences
Andrew Hartley, PPD, Inc.
9:15 AM

Astrophysical Deconvolution When the Convolution Function Is Imprecise
David A van Dyk, Imperial College London
2:25 PM

Cooperative Learning of Deep Energy-Based Model and Latent Variable Model via MCMC Teaching
Ying Nian Wu, UCLA
2:30 PM

Think Deeper with Deep Learning
Saratendu Sethi, SAS Institute Inc.
2:55 PM

Thursday, 08/02/2018
Automatic Wildfire Smoke Plume Identification from Satellite Imagery with Machine Learning
Alexandra Larsen, North Carolina State University; Ana Rappold, U.S. Environmental Protection Agency; Yi Qin, The Commonwealth Scientific and Industrial Research Organisation; Martin Cope, The Commonwealth Scientific and Industrial Research Organisation; Geoffrey Morgan, The University of Sydney; Ivan Hannigan, The University of Sydney; Brian J. Reich, North Carolina State University
8:35 AM

A Bayesian Semiparametric Regression Model for Joint Analysis of Microbiome Data
Juhee Lee, UC Santa Cruz; Marilou Sison-Mangus, Unversity of California, Santa Cruz
8:55 AM

Noise Modeling and Denoising of UMI-Based Single Cell RNA Sequencing Data
Nancy Zhang; Mo Huang, University of Pennsylvania; Mingyao Li, University of Pennsylvania; Jingshu Wang, University of Pennsylvania
11:35 AM