Keyword Search
Legend:
CC = Baltimore Convention Center, H = Hilton Baltimore
* = applied session ! = JSM meeting theme
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Keyword Search Criteria: ensemble returned 28 record(s)
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Sunday, 07/30/2017
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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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Classification Using Ensemble Learning Under Weighted Misclassification Loss
Yizhen Xu, Brown University; Tao Liu, Brown University, Dept of Biostatistics; Rami Kantor , Brown Univeresity School of Medicine; Ann Mwangi, Moi University; Michael J Daniels, University of Texas at Austin; Joseph Hogan, Brown University, Dept of Biostatistics
3:05 PM
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Censoring Unbiased Regression Trees and Ensembles
Robert Strawderman, University of Rochester
4:55 PM
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ESTIMATION of AVERAGE TREATMENT EFFECTS AMONG MULTIPLE TREATMENT GROUPS by USING ADAPTIVE ENSEMBLE METHOD
Maiying Kong, University of Louisville
5:05 PM
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Monday, 07/31/2017
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Mixture DOE Approach for Weights Optimization in Regression Ensembles
Stanislav Zakharkin, PepsiCo
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Survival Prediction in Early-Stage Lung Cancer via Bayesian Model Averaging of Nonparametric Accelerated Failure Time Models
Kijoeng Nam, Merck; Nicholas Henderson, Johns Hopkins University ; Dai Feng, Merck
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Leveraging Ensembles of Machine Learning Algorithms to Provide Real-Time Instructor Feedback
Alexander Lyford, UGA
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A Generalizable Application of SuperLearner to Facial Recognition
Mary Combs, UNIVERSITY OF CALIFORNIA
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Computer Model Calibration via the Ensemble Kalman Filter
Seiyon Lee, Pennsylvania State University; Murali Haran, Pennsylvania State University; Klaus Keller, Pennsylvania State University
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Computer Model Calibration via the Ensemble Kalman Filter
Seiyon Lee, Pennsylvania State University; Murali Haran, Pennsylvania State University; Klaus Keller, Pennsylvania State University
8:50 AM
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Bin-Weighted Ensemble Classifiers
Karsten Maurer, Miami University; Walter Bennette, Air Force Research Lab
9:05 AM
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SVM-CART for Disease Classification
Evan Reynolds, University of Michigan; Mousumi Banerjee, University of Michigan; Brian Callaghan, University of Michigan
9:35 AM
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Posterior Concentration for Bayesian Regression Trees and their Ensembles
Veronika Rockova, University of Chicago; Stephanie van der Pas, Leiden University
10:35 AM
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Gaussian Process Ensembles
Gregory Watson; Donatello Telesca, UCLA
11:50 AM
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Power to Detect Intervention Effects on Ensembles of Social Networks
Tracy Sweet, University of Maryland
2:05 PM
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Tuesday, 08/01/2017
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Medicare Risk Adjustment with Systematically Missing Data
Savannah Bergquist, Harvard University; Tim Layton, Harvard Medical School; Thomas G. McGuire, Harvard Medical School; Sherri Rose, Harvard Medical School
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Supervised Binning Techniques for Predictive Modeling
Zhen Zhang, C Spire; Lei Zhang, Mississippi State Dept. of Health; James Veillette, C Spire; Kendell Churchwell, C Spire
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Model Averaging for Probabilistic Time Series Forecasts
Evan L. Ray, University of Massachusetts, Amherst; Nicholas G. Reich, University of Massachusetts Amherst
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Stability, Uncertainty, and Bayesian Learning
Chris Holmes, University of Oxford
9:00 AM
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Adaptive Ensemble Kalman Filters for Online Bayesian State and Parameter Estimation
Jonathan Stroud, Georgetown University; Matthias Katzfuss, Texas A&M University; Christopher Wikle, University of Missouri
9:15 AM
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Model Averaging for Probabilistic Time Series Forecasts
Evan L. Ray, University of Massachusetts, Amherst; Nicholas G. Reich, University of Massachusetts Amherst
10:10 AM
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On the Interpretation of Ensemble Classifiers in Terms of Bayes Classifiers
Tri Le, University of Nebraska; Bertrand Clarke, University of Nebraska
10:55 AM
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Supervised Binning Techniques for Predictive Modeling
Zhen Zhang, C Spire; Lei Zhang, Mississippi State Dept. of Health; James Veillette, C Spire; Kendell Churchwell, C Spire
12:10 PM
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Hypothesis Testing for Nonlinear Feature Interaction Using Cross-Validated Kernel Ensemble
Jeremiah Zhe Liu, Harvard University; Brent Coull, Harvard T.H. Chan School of Public Health
3:20 PM
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Wednesday, 08/02/2017
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Mesoscale Spatial Forecast Verification Over Complex Terrain
Eric Gilleland, NCAR; Manfred Dorninger, University of Vienna; Marion Mittermaier, MetOffice, U.K.; Barbara G. Brown, NCAR; Elizabeth E. Ebert, Bureau of Meteorology; Barbara Casati, Environment Canada; Laurence Wilson, Environment Canada
2:05 PM
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Statistical Modeling of Large-Scale Neural Ensembles
Shizhe Chen, Columbia University; Ali Shojaie, University of Washington; Eric Shea-Brown, University of Washington; Daniela Witten, University of Washington
2:30 PM
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