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Keyword Search Criteria: Gaussian processes returned 15 record(s)
Sunday, 07/28/2019
A Statistical Pipeline for Feature Selection and Association Mapping with 3D Shapes
Lorin Crawford, Brown University
2:05 PM

Vecchia-Laplace Approximations of Generalized Gaussian Processes for Big Non-Gaussian Spatial Data
Daniel Zilber; Matthias Katzfuss, Texas A & M University
2:05 PM

Monday, 07/29/2019
Multi-Scale Vecchia Approximations of Gaussian Processes
Jingjie Zhang, Texas A&M University; Matthias Katzfuss, Texas A & M University


Multi-Scale Vecchia Approximations of Gaussian Processes
Jingjie Zhang, Texas A&M University; Matthias Katzfuss, Texas A & M University
10:50 AM

Scalable Gaussian Process Inference with Finite-Data Mean and Variance Guarantees
Tamara Broderick, Massachusetts Institute of Technology
11:00 AM

Bayesian Finite Population Estimates from a Two-Stage Sample with Spatial Correlation
Alec M Chan-Golston, University of California, Los Angeles; Sudipto Banerjee, UCLA; Mark Handcock, University of California, Los Angles
2:15 PM

Tuesday, 07/30/2019
Model Averaging of Bayesian Additive Regression Trees via Approximate Gaussian Processes
Kijoeng Nam, Merck; Nicholas Henderson, Johns Hopkins University; Dai Feng, AbbVie


Revisiting the Proton-Radius Problem Using Constrained Gaussian Processes
Shuang Zhou, Texas A&M University; Pablo Giulani, Florida State University; Jorge Piekarewicz, Florida State University; Anirban Bhattacharya, TAMU; Debdeep Pati, Texas A&M University


Bayesian Finite Population Estimates from a Two-Stage Sample with Spatial Correlation
Alec M Chan-Golston, University of California, Los Angeles; Sudipto Banerjee, UCLA; Mark Handcock, University of California, Los Angles


A Survival Tree Partition Model Using Latent Gaussian Processes and Laplace Approximations
Richard Payne, Eli Lilly & Company; Bani Mallick, Texas A&M University
10:50 AM

Revisiting the Proton-Radius Problem Using Constrained Gaussian Processes
Shuang Zhou, Texas A&M University; Pablo Giulani, Florida State University; Jorge Piekarewicz, Florida State University; Anirban Bhattacharya, TAMU; Debdeep Pati, Texas A&M University
11:05 AM

Wednesday, 07/31/2019
Bivariate Nonlinear Gaussian Processes with Applications to Brain Signals
Guillermo Granados Garcia, King Abdullah University of Science and Technology; Hernando Ombao, King Abdullah University of Science and Technology (KAUST); Wagner Barreto-Souza, Universidade Federal de Minas Gerais


Embarrassingly Parallel Inference for Gaussian Processes
Michael Minyi Zhang, Princeton University; Sinead Williamson, UT Austin


Embarrassingly Parallel Inference for Gaussian Processes
Michael Minyi Zhang, Princeton University; Sinead Williamson, UT Austin
9:40 AM

Power Curve Estimation Using Piecewise Logistic Gaussian Processes
Bani Mallick, Texas A&M University
9:50 AM