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Keyword Search Criteria: convex optimization returned 19 record(s)
Sunday, 07/29/2018
High-dimensional Cost-constrained Regression via Non-convex Optimization
Yufeng Liu, University of North Carolina at Chapel Hill
2:05 PM

Point and Interval Estimations for Individualized MCID
Jiwei Zhao, State University of New York At Buffalo
4:20 PM

Monday, 07/30/2018
Estimation of Individualized Decision Rules Based on an Optimized Covariate-Dependent Equivalent of Random Outcomes
Zhengling Qi, University of North Carolina, at Chapel Hill; Ying Cui, University of Southern California; Yufeng Liu, University of North Carolina at Chapel Hill; Jong-Shi Pang, University of Southern California


Sufficient Cause Interaction for Ordinal and Categorical Outcomes
Jaffer Zaidi; Tyler VanderWeele, Harvard University


Sufficient Cause Interaction for Ordinal and Categorical Outcomes
Jaffer Zaidi; Tyler VanderWeele, Harvard University
10:50 AM

Totally Positive Exponential Families, Graphical Models, and Convex Optimization
Piotr Zwiernik, Universitat Pompeu Fabra
11:35 AM

Multilayer Tensor Factorization with Applications to Recommender Systems
Xuan Bi; Annie Qu, University of Illinois at Urbana-Champaign; Xiaotong Shen, University of Minnesota
2:50 PM

A Scalable Classification Method Based on the Area Under the Receiver Operating Curve
Wenyi Wu, University of Michigan; Ji Zhu, University of Michigan
3:20 PM

Tuesday, 07/31/2018
High-Dimensional Sparse Generalized Eigenvalue Problem and Its Applications to Multivariate Statistics
Kean Ming Tan, University of Minnesota; Zhaoran Wang, Northwestern University; Han Liu, Northwestern University; Tong Zhang, Tencent Technology
10:50 AM

Optimal Regression Designs Under the Second-Order Least Squares Estimator
Julie Zhou, University of Victoria; Chi-Kuang Yeh, University of Victoria
2:05 PM

Constrained Regression via Majorization-Minimization
Jason Xu, UCLA; Kenneth Lange, UCLA
2:35 PM

Wednesday, 08/01/2018
Exact Spike Train Inference via $\Ell_0$ Optimization
Daniela Witten, University of Washington; Sean Jewell, University of Washington
8:55 AM

Folded Concave Penalized Estimation of Conditional Copula Graphical Models with Application to Microbial Networks
Bingyuan Liu, Pennsylvania State University; Lingzhou Xue, Penn State University and National Institute of Statistical Sciences
9:05 AM

Sparse Quadratic Classification Rules via Linear Dimension Reduction
Tianying Wang, Texas A & M University; Irina Gaynanova, Texas A&M Univeristy
10:35 AM

T-Optimal Design for Multivariate Polynomial Regression Using Semidefinite Programming
Yuguang Yue, The University of Texas At Austin; Weng Kee Wong, UCLA; Lieven Vandenberghe, University of California, Los Angeles
2:05 PM

Robust Time Series Using Linked Exponential Smoothing Cells
Aleksandr Aravkin, University of Washington, Seattle; Avner Abrami, IBM TJ Watson Research Center; Younghun Kim, Utopus Insights
3:05 PM

Thursday, 08/02/2018
Global Spectral Clustering in Dynamic Networks
David Choi, Carnegie Mellon University; Fuchen Liu, Carnegie Mellon University; Kathryn Roeder, Carnegie Mellon University
8:35 AM

Learning Nonconvex Hierarchical Interactions
Lingzhou Xue, Penn State University and National Institute of Statistical Sciences
9:00 AM

Augmented Minimax Linear Estimation
Stefan Wager, Stanford University; David Hirshberg, Columbia University
10:35 AM