Recent Developments in Statistical Theory and Methods Based on Distributed Computing
Videos from CMO Workshop
Stanislav Minsker, University of South California
Monday May 21, 2018 09:49 - 10:31
Distributed Statistical Estimation and Rates of Convergence in Normal Approximation
Peter Song, University of Michigan
Monday May 21, 2018 11:02 - 11:50
Meta Estimation of Normal Mean Parameter: Seven Perspectives of Data Integration
Ding-Xuan Zhou, City University of Hong Kong
Monday May 21, 2018 11:53 - 12:30
Theory of Deep Convolutional Neural Networks and Distributed Learning
Bochao Jia, University of Florida
Monday May 21, 2018 12:33 - 13:13
Double-Parallel Monte Carlo for Bayesian Analysis of Big Data
Jin Zhou, University of Arizona
Monday May 21, 2018 15:15 - 15:55
Variance Component Testing and Selection for a Longitudinal Microbiome Study
Martin Lysy, University of Waterloo
Tuesday May 22, 2018 09:00 - 09:44
Applications of a Distributed Computational Method for Microparticle Tracking in Biological Fluids
Rajarshi Guhaniyogi, UC Santa Cruz
Tuesday May 22, 2018 09:52 - 10:38
DISK: Divide and Conquer Spatial Kriging for Massive Sea Surface Database
Joong-Ho Won, Seoul National University
Tuesday May 22, 2018 11:07 - 11:50
A Continuum of Optimal Primal-Dual Algorithms for Convex Composite Minimization Problems with Applications to Structured Sparsity
Emily Hector, University of Michigan
Tuesday May 22, 2018 11:45 - 12:29
A Distributed and Integrated Method of Moments for High-Dimensional Correlated Data Analysis
Sharmistha Guha, University of California at Santa Cruz
Tuesday May 22, 2018 12:52 - 13:38
Bayesian Regression with Undirected Network Predictors with an Application to Brain Connectome Data
Luc Villandré, HEC Montréal
Tuesday May 22, 2018 15:16 - 16:01
Challenges in the prediction of motor vehicle traffic collisions with GPS travel data
Josh Day, Julia Computing
Tuesday May 22, 2018 16:30 - 17:46
Distributed Computing Using JuliaDB and OnlineStats
Min-ge Xie, Rutgers University
Wednesday May 23, 2018 09:00 - 09:48
On Combination of Inferences After Split-and-Conquer
Josh Day, Julia Computing
Wednesday May 23, 2018 09:45 - 10:18
Online Algorithms for Statistics
Ernesto Álvarez González, Universidad Complutense de Madrid
Thursday May 24, 2018 09:45 - 10:25
Advances in computing parameters for JK69 triplets with fixed topology
Shanshan Cao, Georgia institute of technology
Thursday May 24, 2018 11:00 - 11:21
Difference-of-Convex (DC) Offers a Unified Framework to Study non-Convex Regularizations for High-Dimensional Sparse Estimation
