Recent Developments in Statistical Theory and Methods Based on Distributed Computing

Videos from BIRS Workshop 18w5089

, University of South California
- 10:31
Distributed Statistical Estimation and Rates of Convergence in Normal Approximation
Watch video | Download video: 201805210949-Minsker.mp4 (174M)
, University of Michigan
- 11:50
Meta Estimation of Normal Mean Parameter: Seven Perspectives of Data Integration
Watch video | Download video: 201805211102-Song.mp4 (182M)
, City University of Hong Kong
- 12:30
Theory of Deep Convolutional Neural Networks and Distributed Learning
Watch video | Download video: 201805211153-Zhou.mp4 (135M)
, University of Florida
- 13:13
Double-Parallel Monte Carlo for Bayesian Analysis of Big Data
Watch video | Download video: 201805211233-Jia.mp4 (147M)
, University of Arizona
- 15:55
Variance Component Testing and Selection for a Longitudinal Microbiome Study
Watch video | Download video: 201805211515-Zhou.mp4 (155M)
, University of Waterloo
- 09:44
Applications of a Distributed Computational Method for Microparticle Tracking in Biological Fluids
Watch video | Download video: 201805220900-Lysy.mp4 (209M)
, UC Santa Cruz
- 10:38
DISK: Divide and Conquer Spatial Kriging for Massive Sea Surface Database
Watch video | Download video: 201805220952-Guhaniyogi.mp4 (170M)
, Seoul National University
- 11:50
A Continuum of Optimal Primal-Dual Algorithms for Convex Composite Minimization Problems with Applications to Structured Sparsity
Watch video | Download video: 201805221107-Won.mp4 (159M)
, University of Michigan
- 12:29
A Distributed and Integrated Method of Moments for High-Dimensional Correlated Data Analysis
Watch video | Download video: 201805221145-Hector.mp4 (194M)
, University of California at Santa Cruz
- 13:38
Bayesian Regression with Undirected Network Predictors with an Application to Brain Connectome Data
Watch video | Download video: 201805221252-Guha.mp4 (182M)
, HEC Montréal
- 16:01
Challenges in the prediction of motor vehicle traffic collisions with GPS travel data
Watch video | Download video: 201805221516-Villandre.mp4 (179M)
, Julia Computing
- 17:46
Distributed Computing Using JuliaDB and OnlineStats
Watch video | Download video: 201805221630-Day.mp4 (360M)
, Rutgers University
- 09:48
On Combination of Inferences After Split-and-Conquer
Watch video | Download video: 201805230900-Xie.mp4 (165M)
, Julia Computing
- 10:18
Online Algorithms for Statistics
Watch video | Download video: 201805230945-Day.mp4 (121M)
, Universidad Autónoma Benito Juárez de Oaxaca
- 10:25
Advances in computing parameters for JK69 triplets with fixed topology
Watch video | Download video: 201805240945-AlvarezGonzalez.mp4 (222M)
, Georgia institute of technology
- 11:21
Difference-of-Convex (DC) Offers a Unified Framework to Study non-Convex Regularizations for High-Dimensional Sparse Estimation
Watch video | Download video: 201805241100-Cao.mp4 (74M)