Keyword Search
Legend:
CC = Baltimore Convention Center, H = Hilton Baltimore
* = applied session ! = JSM meeting theme
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Keyword Search Criteria: optimization returned 35 record(s)
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Sunday, 07/30/2017
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An Optimized Adaptive Enrichment Design for Multi-Arm Trials
Michael Rosenblum, Johns Hopkins University; Aaron Fisher, Johns Hopkins University; Jon Steingrimsson, Johns Hopkins University; Joshua A Betz, Johns Hopkins University
2:25 PM
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Constant-Gain Stochastic Gradient Algorithm in Nonstationary Environment
Jingyi Zhu, Johns Hopkins University Applied Mathematics and Statistics; James C Spall, Applied Physics Laboratory
2:35 PM
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An Optimization Approach to Reconciling Sample Allocations
David Piccone, U.S. Bureau of Labor Statistics; Matthew Dey, Bureau of Labor Statistics
2:50 PM
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A Fused Latent and Graphical Model for Multivariate Binary Data
Yunxiao Chen, Emory University; Xiaoou Li, University of Minnesota Twin Cities; Jingcheng Liu, Columbia University; Zhiliang Ying, Columbia University
4:05 PM
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Optimization of Adaptive Survey Design from a Bayesian Perspective. Two Case Studies
Barry Schouten, Statistics Netherlands; Joep Burger, Statistics Netherlands; Nino Mushkudiani, Statistics Netheriands
4:50 PM
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Constraint Approaches to the Estimation of Relative Risk
Yuanyuan Tang, Saint Luke's Health System; Philip Jones, Saint Luke's Health System; Liangrui Sun , University of Nebraska-Lincoln; Suzanne Arnold, Saint Luke's Health System; John Spertus, Saint Luke's Health System
5:20 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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Two-Stage Design for Phase II Cancer Clinical Trials with Multiple Endpoints
Hui Gu, Rutgers University; Yong Lin, Rutgers; Weichung Joe Shih, Rutgers School of Public Health; Yaqun Wang, Rutgers; Kejian Liu, Celgene
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Optimization and Testing in Generalized Independent Component Analysis
Ze Jin, Cornell University; David S Matteson, Cornell University
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Nonparametric Modeling of Heavy-Tailed Distributions with Applications to Extreme Events
Todd Wilson, North Carolina State University; Sujit K Ghosh, North Carolina State University
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Portfolio Selection with Active Risk Monitoring
Pawel Polak, Columbia University; Marc Paolella, University of Zurich
9:35 AM
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Bayesian Nonparametric Policy Search with Application to Periodontal Recall Intervals
Qian Guan, North Carolina State University; Brian Reich, NCSU; Eric Laber, North Carolina State University; Dipankar Bandyopadhyay, Virginia Commonwealth University
9:55 AM
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There Has to Be an Easier Way: a Simple Alternative for Parameter Tuning of Supervised Learning Methods
Jill Lundell
10:35 AM
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Nonparametric Modeling of Heavy-Tailed Distributions with Applications to Extreme Events
Todd Wilson, North Carolina State University; Sujit K Ghosh, North Carolina State University
10:45 AM
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SPARSE LOW-RANK TENSOR RESPONSE REGRESSION
Will Wei Sun, University of Miami; Lexin Li, University of California at Berkeley
2:30 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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Tuesday, 08/01/2017
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Optimal Tradeoffs in Matched Designs for Observational Studies
Samuel Pimentel, Wharton; Rachel R. Kelz, University of Pennsylvania
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Optimal Tradeoffs in Matched Designs for Observational Studies
Samuel Pimentel, Wharton; Rachel R. Kelz, University of Pennsylvania
9:15 AM
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Local Variable Selection in Sequential Optimization
Munir Winkel, North Carolina State University; Brian Reich, NCSU; Jonathan W. Stallings, North Carolina State University
2:05 PM
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The Estimation of Match Validity Under the Fellegi-Sunter Paradigm Without Assuming Identifier-Agreement Independence
Dean Resnick, NORC
2:25 PM
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A Decision Support Framework for Automated HVAC and Personnel Actions in Response to Chemical/Biological Agents
Nicholas Betzsold, Pacific Northwest National Laboratory; Robert Brigantic, Pacific Northwest National Laboratory; Angela Waterworth, Pacific Northwest National Laboratory; Aimee Holmes, Pacific Northwest National Laboratory; Ben Romano, Pacific Northwest National Laboratory; Brett Matzke, Pacific Northwest National Laboratory
2:50 PM
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Wednesday, 08/02/2017
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Bayesian Subgroup Finding by Stochastic Optimization
Arinjita Bhattacharyya, University of Louisville; LURDES INOUE INOUE, University of Washington; Peter Mueller, UT Austin; Riten Mitra, UNIVERSITY OF LOUISVILLE
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High Dimensional Bayesian Optimization with both Continuous and Categorical Explanatory Variables
Nima Dolatnia; Alan Fern, Oregon State University; Sarah Emerson, Oregon State University
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Bayesian A-Optimal Design of Experiment with Quantitative and Qualitative Responses
Lulu Kang, Illinois Institute of Technology-Department of Applied Mathematics
8:35 AM
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High Dimensional Bayesian Optimization with both Continuous and Categorical Explanatory Variables
Nima Dolatnia; Alan Fern, Oregon State University; Sarah Emerson, Oregon State University
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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Stochastic Optimization of Adaptive Enrichment Designs for Two Subpopulations
Michael Rosenblum, Johns Hopkins University; Aaron Fisher, Harvard University-Department of Biostatistics; Joshua A Betz, Johns Hopkins University; Jon Steingrimsson, Johns Hopkins University
9:35 AM
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Symmetry, Saddle Points, and Global Geometry of Nonconvex Matrix Factorization
Xingguo Li, University of Minnesota; Jarvis Haupt, University of Minnesota; Zhaoran Wang, Princeton University; Junwei Lu, Princeton University; Han Liu, Princeton University; Raman Arora, Johns Hopkins University; Tuo Zhao, Georgia Institute of Technology
11:05 AM
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Multivariate Stochastic Process Models for Correlated Responses of Mixed Type
Tony Pourmohamad, Genentech; Herbert Lee, University of California, Santa Cruz
11:50 AM
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Exact Knowledge Gradient for Stochastic Computer Model Assisted Optimal Decision Making
QIONG ZHANG, Virginia Commonwealth University; Youngdeok Hwang , IBM Thomas J. Watson Research Center
2:05 PM
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A New Perspective on Boosting in Linear Regression via Modern Optimization
Rahul Mazumder, Massachusetts Institute of Technology; Robert Freund, Massachusetts Institute of Technology; Paul Grigas, University of California, Berkeley
3:20 PM
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Thursday, 08/03/2017
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An MM Algorithm for Split Feasibility Problems
Jason Xu, UCLA; Eric Chi, North Carolina State University; Meng Yang, North Carolina State University; Kenneth Lange, UCLA
10:35 AM
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Analytic Approaches to Decision Support at the Policy and Patient Level: a Case Study in HIV Treatment Monitoring in Kenya
Tao Liu, Brown University, Dept of Biostatistics; Joseph Hogan, Brown University, Dept of Biostatistics; Rami Kantor , Brown Univeresity School of Medicine
11:00 AM
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Convex clustering over an undirected graph
Yunzhang Zhu, Ohio State University ; Vincent Vu, The Ohio State University
11:25 AM
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Wasserstein Distance Optimization Using the Brenier Map
Samson Koelle, UNIVERSITY OF WASHINGTON
11:35 AM
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