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547 | Wed, 8/12/2015, 10:30 AM - 12:20 PM | CC-401 | |
New Developments in Machine Learning — Contributed Papers | |||
Section on Statistical Learning and Data Mining | |||
Chair(s): Wesley Tansey, The University of Texas at Austin | |||
10:35 AM | A Variational EM Approach for Fitting Mixed Membership Models with Rank Data — Y. Samuel Wang, University of Washington ; Elena Erosheva, University of Washington | ||
10:50 AM | Use of Flow Field Forecasting for Bivariate Responses — Kyle Caudle, South Dakota School of Mines and Technology ; Michael Frey, Bucknell University ; Patrick Fleming, South Dakota School of Mines and Technology | ||
11:05 AM | Learning Statistical Manifolds for Subsequent Inference — Michael Trosset, Indiana University ; Carey E. Priebe, The Johns Hopkins University | ||
11:20 AM | Kernel Partial Correlation with an Application to Single Cell Sequencing Data Analysis — Ji Hwan Oh, Purdue University ; Hyonho Chun ; Faye Zheng, Purdue University ; Rebecca Doerge, Purdue University | ||
11:35 AM | Regression Estimation Diagnostics Measures for High-Dimensional Regression — Yanjia Yu, University of Minnesota, Twin Cities ; Yuhong Yang, University of Minnesota, Twin Cities | ||
11:50 AM | Measuring the Convergence Rate of Random Forests via the Bootstrap — Miles Lopes, UC Berkeley | ||
12:05 PM | Statistics on Data Streams with Applications on Mining High-Impact Computer Network Events — Shrijita Bhattacharya, University of Michigan ; Stilian Stoev, University of Michigan ; George Michailidis, University of Florida ; Michael Kallitsis, Merit Network, Inc. |
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