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Conference on Statistical Learning and Data Science / Nonparametric Statistics

June 4th-6th, 2018, Columbia University, NY

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Posted on May 20, 2018May 31, 2018

Session 19: Big Data of different forms and different challenges

Session title: Big Data of different forms and different challenges
Organizer: Regina Liu (Rutgers)
Chair: Xuan Bi(Yale)
Time: June 5th, 8:30am – 10:00am
Location: VEC 1202 /1203

Speech 1: Individualized Multilayer Learning with An Application in …

Posted on May 20, 2018May 22, 2018

Session 18: Nonparameteric and Robust Statistical Methods for Imaging

Session title: Nonparameteric and Robust Statistical Methods for Imaging
Organizer: Hernando Ombao (KAUST)
Chair: Wei Pan(UMN)
Time: June 5th, 8:30am – 10:00am
Location: VEC 405

Speech 1: Nonparametric Collective Spectral Density Estimation and Clustering with Application …

Posted on May 20, 2018May 22, 2018

Session 17: Recent development of Statistical Neuroimaging Analysis

Session title: Recent development of Statistical Neuroimaging Analysis
Organizer: Lexin Li (UC Berkeley)
Chair: Jason Lee (USC)
Time: June 4th, 1:45pm – 3:15pm
Location: VEC 1402/1403

Speech 1: Analyzing Non-Stationary High-Dimensional Time Series: Structural Break Detection …

Posted on May 20, 2018May 22, 2018

Session 16: High-dimensional machine learning methods

Session title: High-dimensional machine learning methods
Organizer: Annie Qu (UIUC)
Chair: Annie Qu (UIUC)
Time: June 4th, 1:45pm – 3:15pm
Location: VEC 1302/1303

Speech 1: Latent Space Approaches to Community Detection in Dynamic Networks
Speaker: Yuguo …

Posted on May 20, 2018May 22, 2018

Session 15: Advances in Bayesian methods for high-dimensional data

Session title: Advances in Bayesian methods for high-dimensional data
Organizer: Howard Bondell (U. of Melbourne)
Chair: Xuan Bi (Yale)
Time: June 4th, 1:45pm – 3:15pm
Location: VEC 1202/1203

Speech 1: The Graphical Horseshoe Estimator for Inverse …

Posted on May 20, 2018May 22, 2018

Session 14: Philosophy of Science and the New Paradigm of Data-Driven Science

Session title: Philosophy of Science and the New Paradigm of Data-Driven Science
Organizer: Todd Kuffner (Washington U)
Chair: Todd Kuffner (Washington U)
Time: June 4th, 1:45pm – 3:15pm
Location: VEC 902/903

Speech 1: Your Data-Driven Claims …

Posted on May 20, 2018June 3, 2018

Session 13: Flexible Statistical Learning and Inference

Session title: Flexible Statistical Learning and Inference
Organizer: Yufeng Liu (UNC)
Chair: Siliang Gong (UNC)
Time: June 4th, 1:45pm – 3:15pm
Location: VEC 405

Speech 1: Multi-layered Graphical Models
Speaker: Min Jin Ha (MD Anderson)
Abstract:…

Posted on May 20, 2018June 4, 2018

Session 11: Recent advances of high-dimensional statistical learning.

Session title: Recent advances of high-dimensional statistical learning.
Organizer: Xiaotong Shen (U of Minnesota)
Chair: Xiaotong Shen (U of Minnesota)
Time: June 4th, 11:00pm – 12:30pm
Location: Hammer LL109 A/B

Speech 1: Multiclass Probability Estimation with …

Posted on May 20, 2018May 22, 2018

Session 10: Survival analysis with high-dimensional data

Session title: Survival analysis with high-dimensional data
Organizer: Ingrid Van Keilegom (KU Leuven)
Chair: Ricardo Cao (Universidade da Coruña)
Time: June 4th, 11:00am-12:30am
Location: VEC 903

Speech 1: Robust optimal treatment regime estimation with survival outcome…

Posted on May 20, 2018May 22, 2018

Session 12: Modern Multivariate Statistics: Tensors and Networks

Session title: Modern Multivariate Statistics: Tensors and Networks
Organizer: Jacob Bien (Cornell)
Chair: Jacob Bien (Cornell)
Time: June 4th, 1:45pm – 3:15pm
Location: VEC 404

Speech 1: Computationally Efficient Tensor Completion with Statistical Optimality

Speaker: Dong …

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Contact:

Program Chairs: Annie Qu (anniequ@illinois.edu),
Cynthia Rudin (cynthia@cs.duke.edu)

Registration: Brander, Stephanie ‎(Stephanie@amstat.org)

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