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Sessions Were Renumbered as of May 19.

Legend:
CC-W = McCormick Place Convention Center, West Building,   CC-N = McCormick Place Convention Center, North Building
H = Hilton Chicago,   UC= Conference Chicago at University Center
* = applied session       ! = JSM meeting theme

Keyword Search Criteria: gaussian processes returned 13 record(s)
Monday, 08/01/2016
Period Estimation for Sparsely Sampled Quasi-Periodic Functions: Application to Mira Variable Stars
Shiyuan He, Texas A&M University


Secrets of the Dark Universe
Katrin Heitmann
8:35 AM

Regression-Based Covariance Functions for Nonstationary Spatial Modeling
Mark Risser, Lawrence Berkeley National Laboratory
9:15 AM

Period Estimation for Sparsely Sampled Quasi-Periodic Functions: Application to Mira Variable Stars
Shiyuan He, Texas A&M University
9:30 AM

DPOAE Test-Retest Difference Curves via Hierarchical Gaussian Processes
Timothy Hanson, University of South Carolina; Junshu Bao, University of South Carolina; Garnett McMillan, National Center for Rehabilitative Auditory Research; Kristin Knight, National Center for Rehabilitative Auditory Research
2:05 PM

Stochastic Simulation of Predictive Space-Time Scenarios of Wind Speed Using Observations and Physical Models
Julie Bessac, Argonne National Lab; Emil Mihai Constantinescu, Argonne National Lab; Mihai Anitescu, Argonne National Lab
3:05 PM

Wednesday, 08/03/2016
Time Series Matching for Novelty Detection in the Stepdown Ward: A Gaussian Process Approach
Glen Wright Colopy, University of Oxford; Marco A. F. Pimentel; Stephen J. Roberts; David A. Clifton


A New Class of Nonseparable Bayesian Hierarchical Spatial Modeling for Sparse Gaussian Processes
Bledar Konomi, University of Cincinnati
9:20 AM

Computational Enhancements to Bayesian Design of Experiments Using Gaussian Processes
Brian Phillip Weaver, Los Alamos National Laboratory
11:50 AM

Computational Considerations for Applying Nearest Neighbor Gaussian Processes to Large Spatial Data Sets: A Case Study from Forest Biomass Prediction Across Alaska
Sudipto Banerjee, University of California at Los Angeles; Abhirup Datta, University of Minnesota; Bruce Cook, NASA; Andrew Finley, Michigan State University
2:05 PM

Generalized Difference in Difference Models with Gaussian Processes
William Herlands, Carnegie Mellon University; Daniel B. Neill, Carnegie Mellon University; Akshaya Jha, Carnegie Mellon University; Seth Flaxman, University of Oxford; Kun Zhang, Carnegie Mellon University
2:35 PM

Thursday, 08/04/2016
Asymptotic Analysis of Covariance Parameter Estimation for Gaussian Processes in the Misspecified Case
Francois Bachoc, University Paul Sabatier
8:50 AM

Ice Sheet Model Calibration with Paleoclimate and Modern Data
Murali Haran, Penn State University; Won Chang, Penn State University; David Pollard, Penn State University Earth and Environmental Systems Institute; Patrick Applegate, Penn State University
11:25 AM

 
 
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