Keyword Search
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CC = Vancouver Convention Centre F = Fairmont Waterfront Vancouver
* = applied session ! = JSM meeting theme
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Keyword Search Criteria: Probabilistic returned 38 record(s)
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Sunday, 07/29/2018
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Probabilistic Partial Least Squares Regression Applied to Longitudinal and Cross-Sectional Compositional Data
Peter A Tait, McMaster Univeristy; Paul McNicholas, McMaster University
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Gene Expression-Based Classification of Cancer Tumours via Penalized Probabilistic Principal Components Analysis
Wei Deng, University of Toronto; Radu V Craiu, University of Toronto
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Gene Expression-Based Classification of Cancer Tumours via Penalized Probabilistic Principal Components Analysis
Wei Deng, University of Toronto; Radu V Craiu, University of Toronto
3:35 PM
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Outlier Robust Inference Using Probabilistically Linked Data
Nicola Salvati, University of Pisa; Suojin Wang, Texas A&M University; Enrico Fabrizi, Catholic University of Sacro Cuore; Raymond Chambers, University of Wollongong
4:05 PM
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Probabilistic Analysis of Modified Risk Tobacco Product Effects on Population Health
Bill Poland, Certara; Sylvain Larroque, JT International SA
5:05 PM
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Monday, 07/30/2018
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A Probabilistic Tool for Assessing the Laplace Approximation: Review, Optimization, and GPU Implementation
Shaun McDonald, Simon Fraser University; David Campbell, Simon Fraser University
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Random Conditional Histogram Based Density Estimation with Applications in Probabilistic Forecasting
Rui Li, North Carolina State University; Howard D Bondell, University of Melbourne; Brian Reich, North Carolina State University
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Uncertainty in Probabilistic Weighted Multidimensional Scaling
Lata Kodali; Leanna House, Virginia Tech
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Random Conditional Histogram Based Density Estimation with Applications in Probabilistic Forecasting
Rui Li, North Carolina State University; Howard D Bondell, University of Melbourne; Brian Reich, North Carolina State University
8:45 AM
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Power Outage Prediction for Adverse Weather Events
Seth Guikema, University of Michigan; Steven Quiring, Ohio State University; Ken Buckstaff, First Quartile Consulting; Mike Beck, Beck Consulting; Alan Bowman, Clarkson University; Brent McRoberts, Texas A&M University; Roshanak Nateghi, Purdue University
9:05 AM
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Beyond Probabilistic Risk Assessment: Deterrence, Dynamic Threat, and Countermeasure Allocation in Transportation Hubs
Craig Bakker, Pacific Northwest National Laboratory; Robert T Brigantic, Pacific Northwest National Laboratory; Kellie J MacPhee, Pacific Northwest National Laboratory; Nicholas J Betzsold, Pacific Northwest National Laboratory; Daniel P McCabe, Pacific Northwest National Laboratory; Casey J Perkins, Pacific Northwest National Laboratory
10:35 AM
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A Simulation-Based Prediction and Optimization Framework for Bio-pharmaceutical Supply Chain Dynamic Risk Management
Wei Xie, Rensselaer Polytechnic Institute; Pu Zhang, Rensselaer Polytechnic Institute; Ilya O. Ryzhov, University of Maryland
10:55 AM
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Edward: a Library for Probabilistic Machine Learning and Statistics
Dustin Tran, Columbia University; David Blei, Columbia University
11:35 AM
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Uncertainty in Probabilistic Weighted Multidimensional Scaling
Lata Kodali; Leanna House, Virginia Tech
12:10 PM
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Spatio-Temporal Models for Probabilistic Wind Vector Forecasting in Saudi Arabia
Amanda Lenzi, King Abdullah University of Science and Technology; Marc G Genton, King Abdullah University of Science and Technology
3:20 PM
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Tuesday, 07/31/2018
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Probabilistic or Deterministic Data Linkage? Experience from Linking Cancer Registry Data with Health Claims Data
Bin Huang, University of Kentucky; Quan Chen, University of Kentucky
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Different Linkage Methods, Same Results? Linking National Center for Health Statistics Survey Data to Centers for Medicare and Medicaid Administrative Records
Cordell Golden, National Center for Health Statistics (NCHS); Adam Fedorowicz, National Center for Health Statistics (NCHS); Lisa B Mirel, National Center for Health Statistics (NCHS)
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Probabilistic Modeling of Sleep and Awake States in Alzheimer's Disease
Cici Bauer, Pfizer, Inc; Charmaine Demanuele, Pfizer, Inc. ; Dmitri Volfson, Pfizer
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A Probabilistic Linkage Approach for Combining VA and State Prescription Drug Databases for Evaluating Veterans' Receipt of Long-Term Opioid Therapy Across Multiple Systems
Larry Cook, University of Utah; Tess A Gilbert, HSR&D Center to Improve Veteran Involvement in Care ; Kathleen F Carlson, HSR&D Center to Improve Veteran Involvement in Care
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Probabilistic Modeling of Sleep and Awake States in Alzheimer's Disease
Cici Bauer, Pfizer, Inc; Charmaine Demanuele, Pfizer, Inc. ; Dmitri Volfson, Pfizer
8:35 AM
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Bayesian Probabilistic Numerical Methods
Jonathan Cockayne
8:55 AM
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Distributional Trees and Forests
Lisa Schlosser, University of Innsbruck; Torsten Hothorn, University of Zurich; Reto Stauffer, University of Innsbruck; Achim Zeileis, University of Innsbruck
9:15 AM
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Different Linkage Methods, Same Results? Linking National Center for Health Statistics Survey Data to Centers for Medicare and Medicaid Administrative Records
Cordell Golden, National Center for Health Statistics (NCHS); Adam Fedorowicz, National Center for Health Statistics (NCHS); Lisa B Mirel, National Center for Health Statistics (NCHS)
9:15 AM
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A Probabilistic Linkage Approach for Combining VA and State Prescription Drug Databases for Evaluating Veterans' Receipt of Long-Term Opioid Therapy Across Multiple Systems
Larry Cook, University of Utah; Tess A Gilbert, HSR&D Center to Improve Veteran Involvement in Care ; Kathleen F Carlson, HSR&D Center to Improve Veteran Involvement in Care
9:50 AM
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Probabilistic K-Mean with Local Alignment for Functional Motif Discovery
Marzia A Cremona, The Pennsylvania State University; Francesca Chiaromonte, The Pennsylvania State University
2:05 PM
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Probabilistic Prediction of the State of Discarded Underwater Marine Munitions
Jonathan Gillmore Ligo, Johns Hopkins Applied Physics Laboratory; Sarah Rennie, Johns Hopkins Applied Physics Laboratory; Alan Brandt, Johns Hopkins Applied Physics Laboratory
2:50 PM
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Fusing Multiple Existing Space-Time Land Cover Products
Amanda Hering, Baylor University; Nicolás Rodríguez-Jeangros, Colorado School of Mines; John McCray, Colorado School of Mines; Timothy Kaiser, Colorado School of Mines
3:05 PM
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Understanding Gene Regulation Through Graph-Based Posterior Regularization in Structured Probabilistic Models
Maxwell Libbrecht, Simon Fraser University
3:05 PM
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Wednesday, 08/01/2018
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Probabilistic Inference of Clonal Gene Expression Through Integration of RNA and DNA-Seq at Single-Cell Resolution
Kieran Campbell, University of British Columbia; Sohrab P Shah, BC Cancer Agency; Alexandre Bouchard-Côté, University of British Columbia
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An Automated Probabilistic Algorithm for the Detection of Central Vein Sign in Multiple Sclerosis
Jordan Dworkin, University of Pennsylvania; Pascal Sati, National Institute of Neurological Disorders and Stroke; Andrew Solomon, University of Vermont; Dzung Pham, Henry M. Jackson Foundation; Richard Watts, University of Vermont; Melissa Martin, University of Pennsylvania; Daniel Ontaneda, Cleveland Clinic; Matthew K Schindler, National Institute of Neurological Disorders and Stroke; Daniel S Reich, National Institute of Neurological Disorders and Stroke; Russell T Shinohara, University of Pennsylvania
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Improving Probabilistic Record Linkage: Accurate Links, Probabilities, and Measures of Uncertainty
Bradley Spahn, Stanford University; Brendan McVeigh, Carnegie Mellon University; Jared S Murray, University of Texas at Austin
9:15 AM
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Multiple Imputation of Probabilistic Linkage of Employers in Survey and Administrative Data: Creating CenHRS
Dhiren Patki, University of Michigan
9:35 AM
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Probabilistic Programming with Non-Parametric Bayesian Model Discovery in BayesDB
Vikash Mansinghka; Feras Saad, MIT
11:35 AM
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Forecasting Consumer Interests from Search Query Data Using Large-Scale, Semiparametric Probabilistic Prediction Algorithms
Georg Goerg
2:05 PM
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Thursday, 08/02/2018
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A Mathematical Framework for Uncertainty Quantification in Multimodal Image Analysis via Probabilistic Clustering Models
Maximillian Chen, Sandia National Laboratories; David John Stracuzzi, Sandia National Laboratories; Michael Christopher Darling, Sandia National Laboratories
9:20 AM
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Probabilistic Predictive Principal Component Analysis for Spatially-Misaligned and High-Dimensional Air Pollution Data with Missing Observations
Phuong T Vu, University of Washington; Adam A Szpiro, University of Washington
9:35 AM
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Visualizing Clustering and Uncertainty Analysis of Multivariate Time-Series Data
Kristin Divis, Sandia National Laboratories; Maximillian Chen, Sandia National Laboratories; Laura A McNamara, Sandia National Laboratories; Dan Morrow, Sandia National Laboratories
9:35 AM
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Scoring Rules for Probabilistic Binary Classification
Matthew Parry, University of Otago
11:00 AM
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