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Monday, 08/02/2010
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Parallel Statistical Computing: Are We Embracing the Scalable Concurrency Revolution?
George Ostrouchov, Oak Ridge National Laboratory
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Simplifying Objective Functions and Avoiding Stochastic Search Algorithms in Spatial Sampling Design
Gunter Spöck, University Klagenfurt; Jürgen Pilz, University Klagenfurt; Zhengyuan Zhu, Iowa State University
11:35 AM
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Spectral Regularization Algorithms for Learning Large Incomplete Matrices
Rahul Mazumder, Stanford University; Trevor Hastie, Stanford University; Rob Tibshirani, Stanford University
2:05 PM
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Applications of Assignment Algorithms to Nonparametric Tests for Homogeneity
David Michael Ruth, United States Navy; Robert Koyak, Naval Postgraduate School
2:50 PM
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Tuesday, 08/03/2010
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Detection Call Algorithms for High-Throughput Gene Expression Microarray Data
Sarah Reese, Virginia Commonwealth University; Kellie Archer, Virginia Commonwealth University
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Group Testing in Heterogeneous Populations Using Halving Algorithms
Michael S. Black, University of Nebraska-Lincoln; Christopher R. Bilder, University of Nebraska-Lincoln; Joshua Tebbs, University of South Carolina
9:15 AM
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MCMC Algorithms for Bayesian Models Involving Binary Data
Santanu Pramanik, NORC; Edward Mulrow, NORC
9:35 AM
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Calibrating Microsimulations with Multicriteria Optimization Algorithms
Chung Yin Kong, Massachusetts General Hospital
10:35 AM
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Regenerative Simulation for Variable-at-a-Time Metropolis-Hastings Algorithms
Ronald Charles Neath, Baruch College, CUNY; Galin L. Jones, University of Minnesota
10:35 AM
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Multivariate Dyadic Regression Trees for Sparse Learning Problems
Han Liu, Carnegie Mellon University; Xi Chen, Carnegie Mellon University
2:05 PM
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Fast Stochastic Frank-Wolfe Algorithms for Nonlinear SVMs
Hua Ouyang, Georgia Institute of Technology; Alexander Gray, Georgia Institute of Technology
2:25 PM
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Wednesday, 08/04/2010
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Gerontologic Research Algorithms and Statistical Programs: GRASP
Heather Gwynn Allore, Yale University
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Efficiency of the Search Algorithms
Morteza Marzjarani, Saginaw Valley State University; Stephen Bauer, Saginaw Valley State University; Evan Schultz, Saginaw Valley State University
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Multi-Objective Evolutionary Algorithms for Multivariate Optimal Allocation
Charles D. Day, IRS
9:05 AM
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Simulating Data to Study Performance of Finite Mixture Modeling and Clustering Algorithms
Volodymyr Melnykov, North Dakota State University; Ranjan Maitra, Iowa State University
11:55 AM
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Deinterleaving Markov Processes via Penalized Maximum Likelihood
Marcelo J. Weinberger, Hewlett-Packard Laboratories; Gadiel Seroussi, Hewlett-Packard Laboratories; Wojciech Szpankowski, Purdue University
2:45 PM
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