Birs- 18w5089: Recent Developments in Statistical Theory and Methods Based on Distributed Computing

  1. Title:
    Distributed Statistical Estimation and Rates of Convergence in Normal Approximation
    Speaker:
    Stanislav Minsker

    Link:
    http://www.birs.ca/events/2018/5-day-workshops/18w5089/videos/watch/201805210949-Minsker.html

  2. Title:
    Meta Estimation of Normal Mean Parameter: Seven Perspectives of Data Integration
    Speaker:
    Peter Song

    Link:
    http://www.birs.ca/events/2018/5-day-workshops/18w5089/videos/watch/201805211102-Song.html

  3. Title:
    Theory of Deep Convolutional Neural Networks and Distributed Learning
    Speaker:
    Ding-Xuan Zhou

    Link:
    http://www.birs.ca/events/2018/5-day-workshops/18w5089/videos/watch/201805211153-Zhou.html

  4. Title:
    Double-Parallel Monte Carlo for Bayesian Analysis of Big Data
    Speaker:
    Bochao Jia

    Link:
    http://www.birs.ca/events/2018/5-day-workshops/18w5089/videos/watch/201805211233-Jia.html

  5. Title:
    Variance Component Testing and Selection for a Longitudinal Microbiome Study
    Speaker:
    Jin Zhou

    Link:
    http://www.birs.ca/events/2018/5-day-workshops/18w5089/videos/watch/201805211515-Zhou.html

  6. Title:
    Applications of a Distributed Computational Method for Microparticle Tracking in Biological Fluids
    Speaker:
    Martin Lysy

    Link:
    http://www.birs.ca/events/2018/5-day-workshops/18w5089/videos/watch/201805220900-Lysy.html

  7. Title:
    DISK: Divide and Conquer Spatial Kriging for Massive Sea Surface Database
    Speaker:
    Rajarshi Guhaniyogi

    Link:
    http://www.birs.ca/events/2018/5-day-workshops/18w5089/videos/watch/201805220952-Guhaniyogi.html

  8. Title:
    A Continuum of Optimal Primal-Dual Algorithms for Convex Composite Minimization Problems with Applications to Structured Sparsity
    Speaker:
    Joong-Ho Won

    Link:
    http://www.birs.ca/events/2018/5-day-workshops/18w5089/videos/watch/201805221107-Won.html

  9. Title:
    A Distributed and Integrated Method of Moments for High-Dimensional Correlated Data Analysis
    Speaker:
    Emily Hector

    Link:
    http://www.birs.ca/events/2018/5-day-workshops/18w5089/videos/watch/201805221145-Hector.html

  10. Title:
    Bayesian Regression with Undirected Network Predictors with an Application to Brain Connectome Data
    Speaker:
    Sharmistha Guha

    Link:
    http://www.birs.ca/events/2018/5-day-workshops/18w5089/videos/watch/201805221252-Guha.html

  11. Title:
    Challenges in the prediction of motor vehicle traffic collisions with GPS travel data
    Speaker:
    Luc Villandré

    Link:
    http://www.birs.ca/events/2018/5-day-workshops/18w5089/videos/watch/201805221516-Villandre.html

  12. Title:
    Distributed Computing Using JuliaDB and OnlineStats
    Speaker:
    Josh Day

    Link:
    http://www.birs.ca/events/2018/5-day-workshops/18w5089/videos/watch/201805221630-Day.html

  13. Title:
    On Combination of Inferences After Split-and-Conquer
    Speaker:
    Min-ge Xie

    Link:
    http://www.birs.ca/events/2018/5-day-workshops/18w5089/videos/watch/201805230900-Xie.html

  14. Title:
    Online Algorithms for Statistics
    Speaker:
    Josh Day

    Link:
    http://www.birs.ca/events/2018/5-day-workshops/18w5089/videos/watch/201805230945-Day.html

  15. Title:
    Advances in computing parameters for JK69 triplets with fixed topology
    Speaker:
    Ernesto Álvarez González

    Link:
    http://www.birs.ca/events/2018/5-day-workshops/18w5089/videos/watch/201805240945-AlvarezGonzalez.html

  16. Title:
    Difference-of-Convex (DC) Offers a Unified Framework to Study non-Convex Regularizations for High-Dimensional Sparse Estimation
    Speaker:
    Shanshan Cao

    Link:
    http://www.birs.ca/events/2018/5-day-workshops/18w5089/videos/watch/201805241100-Cao.html