Keyword Search
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
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Keyword Search Criteria: variational returned 21 record(s)
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Tuesday, 08/02/2016
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Modeling Heterogeneity in Motor Learning Using Heteroskedastic Functional Principal Components
Daniel Backenroth, Columbia Mailman School of Public Health; Jeff Goldsmith, Columbia Mailman School of Public Health; Tomoko Kitago, Columbia University Medical Center; John Krakauer, Johns Hopkins School of Medicine
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Identifiability and Estimation in Non-Gaussian Mixed Frequency Structural VAR Models
Alex Tank; Emily Fox, University of Washington; Ali Shojaie, University of Washington
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Variable Selection in the Concurrent Functional Linear Model
Jeff Goldsmith, Columbia Mailman School of Public Health
10:35 AM
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Modeling Heterogeneity in Motor Learning Using Heteroskedastic Functional Principal Components
Daniel Backenroth, Columbia Mailman School of Public Health; Jeff Goldsmith, Columbia Mailman School of Public Health; Tomoko Kitago, Columbia University Medical Center; John Krakauer, Johns Hopkins School of Medicine
10:55 AM
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Efficient inference for genetic association studies with multiple outcomes
Hélène Ruffieux, Ecole Polytechnique Fédérale de Lausanne; Anthony C. Davison, Ecole Polytechnique Fédérale de Lausanne; Irina Irincheeva, Nestlé Institute of Health Sciences SA; Jörg Hager, Nestlé Institute of Health Sciences SA
11:00 AM
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Model-Based Clustering for Large-Scale Dynamic Networks
Kevin Lee, Penn State University; Lingzhou Xue, Penn State University; David Hunter, Penn State University
11:15 AM
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A Bayesian Nonparametric Analysis of Heterogeneous Data on Microbial Communities
Sergio Bacallado
11:15 AM
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Establishing Consistency and Improving Uncertainty Estimates of Variational Inference Through M-Estimation
Theodore Westling, University of Washington; Tyler McCormick, University of Washington
11:35 AM
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Identifiability and Estimation in Non-Gaussian Mixed Frequency Structural VAR Models
Alex Tank; Emily Fox, University of Washington; Ali Shojaie, University of Washington
11:55 AM
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Robust Inference with Variational Bayes
Tamara Broderick, MIT
2:05 PM
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Mediation Analysis of GWAS with High-Dimensional Data-Driven Prior Information
Sunduz Keles, University of Wisconsin - Madison; Qi Zhang, University of Nebraska - Lincoln; Constanza Rojo, University of Wisconsin - Madison
2:05 PM
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Moment-Matching Variational Inference
Matthew Hoffman, Adobe
2:25 PM
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Automatic Variational Inference in Stan
Alp Kucukelbir; Dustin Tran; Rajesh Ranganath, Princeton; Andrew Gelman, Columbia University; David Blei, Columbia University
2:45 PM
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Streaming Variational Inference for Normalized Random Measure Mixture Models
Nicholas Foti, University of Washington
3:05 PM
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