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319
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Wed, 8/11/2021,
3:30 PM -
5:20 PM
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Virtual
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SLDS CSpeed 6 — Contributed Speed
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Section on Statistical Learning and Data Science, Text Analysis Interest Group
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Chair(s): Weijing Tang, University of Michigan
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3:35 PM
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Estimation of the Mean Function of Functional Data via Deep Neural Networks
GUANQUN CAO, Auburn university; Shuoyang Wang, Auburn university; Zuofeng Shang, New Jersey Institute of Technology
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3:40 PM
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Nonlinear Functional Modeling Using Neural Networks
Aniruddha Rajendra Rao, Pennsylvania State University; Matthew Reimherr, Penn State University
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3:45 PM
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Hyperparameter Optimization of Deep Neural Networks with Applications to Medical Device Manufacturing
Gautham Sunder, Carlson School of Management; Christopher Nachtsheim, Carlson School of Management; Thomas Albrecht, Boston Scientific
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3:50 PM
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Deep Upper Confidence Bound Algorithm for Contextual Bandit Ranking of Information Selection
Michael Rawson, Department of Mathematics, University of Maryland at College Park; Jade Freeman, CCDC Army Research Laboratory
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3:55 PM
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Exploring Neural Networks' Ability to Generate Music
NOAH Daniel SOLOMON, Bridgewater State University; Wanchunzi Yu, Bridgewater State University
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4:00 PM
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Efficient Path Following Algorithms and Its Applications to Case Influence Assessment
Qiuyu Gu, The Ohio State University; Renxiong Liu, Ohio State University; Yunzhang Zhu, Ohio State University
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4:05 PM
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TensorFlow Versus H2O, Round 2: Predicting Currency Prices
Kenneth Davis, Statistical Significance
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4:10 PM
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Low-Rank Matrix/Tensor Estimation via Riemannian Gauss-Newton: Statistical Optimality and Second-order Convergence
Wen Huang, Xiamen University; Xudong Li, Fudan University; Anru Zhang, University of Wisconsin-Madison; Yuetian Luo, University of Wisconsin-Madison
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4:15 PM
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Using Machine Learning Techniques to Model Factors That Influence the Intent of a Person to Take a Coronavirus Test
Sheila Rutto, The University of Texas Rio Grande Valley
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4:20 PM
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On the Algorithmic Stability of Adversarial Training
Yue Xing, Purdue University; Qifan Song, Purdue University; Guang Cheng, Purdue University
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4:30 PM
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A Dynamical View on Optimization Algorithms of Overparameterized Neural Networks
Zhiqi Bu, University of Pennsylvania; Shiyun Xu, University of Pennsylvania; Kan Chen, University of Pennsylvania
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4:35 PM
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WITHDRAWN: Fair Influence Maximization on Social Networks with Community Structure
Octavio César Mesner, University of Michigan; Ji Zhu, University of Michigan; Liza Levina, University of Michigan
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4:40 PM
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Controlled Group Variable Selection Using Variational Autoencoder-Generated Knockoffs and Reproducibility Evaluation
Xinran Qi, Medical College of Wisconsin
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4:45 PM
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Stability of Text Analytics and Topic Analysis: A Deeper Look at Popular Methods
Mary Milam Whiteside, The University of Texas at Arlington; Mark E Eakin, The University of Texas at Arlington
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4:50 PM
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Testing Hypotheses in Agent-Based Models
Georgiy Bobashev, RTI International; Hang Xiong, Huazhong Agricultural University, China
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4:55 PM
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WITHDRAWN: Stacked Models and the Explainability Tradeoff in Recommender Systems
shaudi mahdavi hosseini, m.i.t.
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5:00 PM
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An Eigenmodel for Dynamic Multilayer Networks
Joshua Daniel Loyal, University of Illinois at Urbana-Champaign; Yuguo Chen, University of Illinois at Urbana-Champaign
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