Keyword Search
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CC = Baltimore Convention Center, H = Hilton Baltimore
* = applied session ! = JSM meeting theme
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Keyword Search Criteria: computation returned 44 record(s)
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Sunday, 07/30/2017
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Overview of SAMSI Program on Statistical, Mathematical and Computational Methods for Astronomy (ASTRO)
Gutti Jogesh Babu, The Pennsylvania State University; David Jones, SAMSI / Duke
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R Package TDA for Statistical Inference on Topological Data Analysis
Jisu Kim, Carnegie Mellon University
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Computational Health Economics for Health Care Spending
Sherri Rose, Harvard Medical School; Savannah Bergquist, Harvard University; Tim Layton, Harvard Medical School
2:05 PM
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The Biglasso Package: a Memory- and Computation-Efficient Solver for Lasso Model Fitting with Big Data in R
Yaohui Zeng, University of Iowa; Patrick Breheny, University of Iowa
2:25 PM
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Estimating Parameters in Complex Systems with Functional Outputs - a Wavelet-Based Approximate Bayesian Computation Approach
Ruijin Lu, Virginia Polytechnic Institute and State University; Hongxiao Zhu, Assistant Professor, Virginia Tech; Chen Ming, Department of Mechanical Engineering, Virginia Tech; Anupam K. Gupta, Department of Mechanical Engineering, Virginia Tech; Rolf Muller, Department of Mechanical Engineering, Virginia Tech
2:35 PM
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Computation of Ancestry Scores with Mixed Families and Unrelated Individuals
Fred Wright, North Carolina State University; Yi-Hui Zhou, North Carolina State University; J. S. (Steve) Marron, University of North Carolina
2:50 PM
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Bayesian Inference in Parallel and Distributed Environments: The Hardware/Software Approach to Scalable Computation
Alexander Terenin, University of California, Santa Cruz; David Draper, University of California, Santa Cruz
3:25 PM
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Secure Multiparty Maximum Likelihood Estimation with Partitioned Databases
Joshua Snoke, Pennsylvania State University; Timothy Brick, Pennsylvania State University; Aleksandra Slavkovic, Pennsylvania State University
4:35 PM
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A Parametric Bayesian Approach to Estimating Causal Treatment Effect on Medical Costs
Arman Oganisian, University of Pennsylvania; Andrew Spieker, University of Pennsylvania; Jason A Roy, University of Pennsylvania; Nandita Mitra, University of Pennslyvania
4:50 PM
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DNA Seriation Under Planted Hamiltonian Path Model
Jiaming Xu, Purdue University
4:55 PM
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Monday, 07/31/2017
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A Natural Language Processing Approach to Content Analysis of Survey Responses
Mary Ann Guadagno, National Inst of Health; Charles Dumais, NIH/Center for Scientific Review; Calvin A. Johnson, NIH/Center for Information Technology; Daniel Russ, NIH/Center for Information Technology
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Experiment Design and Analysis for Novel Computer Hardware Testing
Sarah Michalak, Los Alamos National Laboratory; Lisa Moore, Los Alamos National Laboratory; John Daly, University of Maryland; Nathan DeBardeleben, Los Alamos National Laboratory; Gary Delp, Mayo Clinic; Laura Monroe, Los Alamos National Laboratory; Heather Quinn, Los Alamos National Laboratory; James Rose, Mayo Clinic
9:05 AM
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Learning Non-Parametric Binary Regression Using Flixible Power Link Function with GP Priors
Abhishek Bishoyi, University of Connecticut; Xiaojing Wang, University of Connecticut; Dipak K Dey, university of connecticut
9:35 AM
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Guaranteed Tensor PCA with Optimality in Statistics and Computation
Anru Zhang, University of Wisconsin-Madison; Dong Xia, University of Wisconsin-Madison
9:50 AM
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Nonseparable Gaussian Stochastic Process: a Unified View and Computational Strategy
Mengyang Gu, Johns Hopkins University; Yanxun Xu, Johns Hopkins University; Barbara Engelhardt, Princeton University
10:35 AM
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Streaming Matrix Completion with Automated Rank Selection
Milo Page, JMP/NCSU; Christopher M Gotwalt, JMP; Alyson Wilson, North Carolina State University
10:50 AM
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Automatic Forecasting of Hourly Electricity Demand with a Computationally Efficient Semiparametric Time Series Model
Jun Liu, Georgia Southern University
11:05 AM
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Statistical Compression and Conditional Emulation
Joseph Guinness, NC State University; Dorit Hammerling, National Center for Atmospheric Research
11:15 AM
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Bayesian Inference in Stochastic Reaction Networks
Daniel Linder, Medical College of Georgia - Augusta, GA; Grzegorz Rempala, Mathematical Biosciences Institute, Ohio State University
11:15 AM
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A Moment-Based Estimation Procedure for Deeply-Nested Hierarchical Models
Ningshan Zhang, New York University; Patrick Perry, New York University; Kyle Schmaus, Stitch Fix
11:20 AM
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An Objective Prior for Hyperparameters in Normal Hierarchical Models
Dongchu Sun, University of Missouri
11:25 AM
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Computational Learning Methods for Neuroimaging Data Analysis
Don Hong, Middle Tennessee State Univ; Xin Yang, Southern Arkansas University; Jingsai Liang, Middle Tennessee State University
11:35 AM
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Matrix-Free Computation of Spatial-Temporal Gaussian Autoregressions and Related Stat-Space Models
Chunxiao Wang, Oregon State University; Debashis Mondal, Oregon State University
12:05 PM
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Spatio-Temporal Models with Excess Zeros
Mahmoud Torabi, University of Manitoba
2:45 PM
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A Computational Perspective of Information Propagation in Social Networks
Laks V.S. Lakshmanan, University of British Columbia
3:20 PM
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Microbiome Data Classification Under Sampling Zeros
Zachary Kurtz; Christian Müller, Flat Iron Institute, Simons Foundation; Richard Bonneau, Flat Iron Institute, Simons Foundation
3:25 PM
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Tuesday, 08/01/2017
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GPU-Based Approximate Bayesian Computation Algorithms for Network Reverse-Engineering
Myriam Maumy, Universite de Strasbourg; Frederic Bertrand, University of Strasbourg
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Bayesian sparse propensity score estimation for unit nonresponse
Hejian Sang, Iowa State University; Jae-kwang Kim, Iowa State University; Gyuhyeong Goh, Kansas State University
9:20 AM
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The LGM Split Sampler: An Efficient MCMC Sampler for Latent Gaussian Models
Birgir Hrafnkelsson, University of Iceland; Dan Simpson, University of Bath; Oli Pall Geirsson, University of Iceland
9:50 AM
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4. Bayesian Integrative Model for Deciphering High-Dimensional Genotype-Phenotype Map
Chuanhua Julia Xing, XPrecision; Andrew Raim, U.S. Census Bureau
10:35 AM
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A Two-Stage Algorithm for Computation of the Exact Distribution of Sums of Spacings
Chien-Tai Lin, Tamkang University; Chung-Tao Lu, E.Sun Bank
10:50 AM
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Model Misspecification in ABC: Consequences and Diagnostics
David Frazier
11:15 AM
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High-Dimensional Bayesian Computation for Censored Quantile Regression
Naveen N Narisetty, University of Illinois at Urbana-Champaign; Xuming He, University of Michigan
11:25 AM
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Probabilistic Numerical Computation: A Role for Statisticians in Numerical Analysis?
Mark Girolami, Imperial College London
2:05 PM
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Computationally Efficient Rare Variant Association Testing in Multi-Ethnic Cohorts with Large-Scale Sequencing Data
Timothy Thornton, University of Washington
2:30 PM
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Interactive Visualization and Fast Computation of the Solution Path for Convex Clustering and Biclustering
John Nagorski, Rice University; Genevera I. Allen, Rice University
2:55 PM
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Wednesday, 08/02/2017
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Statistical and Computational Tools for Creating Synthetic Ecosystems
Lee Richardson, Carnegie Mellon University; William F Eddy, Carnegie Mellon University, Department of Statistics; Sam Ventura, Carnegie Mellon University; Shannon Gallagher, Carnegie Mellon
9:15 AM
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Statistical and Computational Guarantees of Lloyd's Algorithm and Its Variants
Yu Lu, Yale University; Harrison H. Zhou, Yale University
9:25 AM
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Stabilizing Gradient Enhanced Emulators with Sparsity Constraints
Peter Qian, University of Wisconsin-Madison ; Jared Huling, University of Wisconsin-Madison
11:25 AM
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Minimax Rates of Community Detection in Stochastic Block Models
Harrison H. Zhou, Yale University; Anderson Zhang, Yale University
2:30 PM
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Evaluation of Simulation Models Through Different Computational Environments
Jiang Hu, FDA
3:05 PM
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