Keyword Search
Legend:
CC = Vancouver Convention Centre F = Fairmont Waterfront Vancouver
* = applied session ! = JSM meeting theme
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Keyword Search Criteria: regularization returned 25 record(s)
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Sunday, 07/29/2018
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Survival Analysis Methods for Characterizing B-Cell Mutation Processes
David A. Shaw, Fred Hutchinson Cancer Research Center; Jean Feng, University of Washington; Vladimir N. Minin, University of California, Irvine; Noah Simon, University of Washington; Erick A. Matsen, Fred Hutchinson Cancer Research Center
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Novel Methods for Gene Set Enrichment Analysis with Empirical Memberships for Overlapping Genes
Yun Zhang, University of Rochester; Xing Qiu, University of Rochester
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Regularization and Aliasing in the Estimation of Treatment Effect Moderation
Paul Richard Hahn, Arizona State University ; Carlos Carvalho, University of Texas; Jared S Murray, University of Texas at Austin
2:25 PM
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Survival Analysis Methods for Characterizing B-Cell Mutation Processes
David A. Shaw, Fred Hutchinson Cancer Research Center; Jean Feng, University of Washington; Vladimir N. Minin, University of California, Irvine; Noah Simon, University of Washington; Erick A. Matsen, Fred Hutchinson Cancer Research Center
3:00 PM
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Novel Methods for Gene Set Enrichment Analysis with Empirical Memberships for Overlapping Genes
Yun Zhang, University of Rochester; Xing Qiu, University of Rochester
3:05 PM
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Data-Driven Regularization and Priors in GWAS and Mediation Analysis
Sunduz Keles, University of Wisconsin, Madison
3:20 PM
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Monday, 07/30/2018
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A "divide and Conquer" Approach to Estimating Optimal Penalty Parameter in Functional Tikhonov-Regularized Regression Model via Leave-One-Out Cross-Validation
Yichuan Wang, UC Davis; Wolfgang Polonik, University of California, Davis; Alexander Aue, University of California, Davis
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Regularized Estimation of High-Dimensional Spectral Density
Sumanta Basu, Cornell University
9:55 AM
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Multilinear Low-Rank Vector Autoregressive Modeling via Tensor Decomposition
Di Wang, University of Hong Kong; Guodong Li, University of Hong Kong; Dr. LIAN Heng, City University of Hong Kong
10:35 AM
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Sparse-Input Neural Networks for High-Dimensional Nonparametric Regression and Classification
Jean Feng; Noah Simon, University of Washington
2:05 PM
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A Bayesian Hierarchical Framework for Pathway Analysis in Genome-Wide Association Studies
Swati Biswas, University of Texas at Dallas; Lei Zhang, University of Texas at Dallas; Pankaj Choudhary, University of Texas at Dallas
2:05 PM
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PULasso: High-Dimensional Variable Selection with Presence-Only Data
Hyebin Song, UW-Madison
3:05 PM
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Tuesday, 07/31/2018
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Variable Selection May Be Overrated
Tristan Grogan, UCLA; David Elashoff, UCLA
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Incorporating Genetic Network into Case-Control Association Studies with High-Dimensional DNA Methylation Data
Hokeun Sun, Pusan National University
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Bayesian Regularization for Graphical Models with Unequal Shrinkage
Lingrui Gan, University of Illinois At Urbana-Champaign; Naveen Naidu Narisetty, University of Illinois at Urbana Champaign; Feng Liang, University of Illinois at Urbana-Champaign
9:15 AM
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Exact Spike Train Inference from Calcium Imaging Data via L0 Optimization
Sean Jewell, University of Washington; Daniela Witten, University of Washington
9:25 AM
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Incorporating Genetic Network into Case-Control Association Studies with High-Dimensional DNA Methylation Data
Hokeun Sun, Pusan National University
9:35 AM
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Nonparametric Operator-Regularized Covariance Function Estimation for Functional Data
Xiaoke Zhang, George Washington University; Raymond Wong, Texas A&M University
11:20 AM
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Optimal Estimation in Functional ANOVA Models with Derivatives
Xiaowu Dai, University of Wisconsin Madison; Peter Chien, University of Wisconsin-Madison
11:35 AM
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Implicit Copulas from Bayesian Regularized Regression Smoothers
Nadja Klein, University of Melbourne; Michael Stanley Smith, University of Melbourne
2:45 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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