Birs- 22w5092: Advances in Stein’s method and its applications in Machine Learning and Optimization

  1. Title:
    Stein Variational Gradient Descent, an optimization algorithm for sampling.
    Speaker:
    Adil Salim

    Link:
    http://www.birs.ca/events/2022/5-day-workshops/22w5092/videos/watch/202204110900-Salim.html

  2. Title:
    An introduction to the Malliavin-Stein method
    Speaker:
    Giovanni Peccati

    Link:
    http://www.birs.ca/events/2022/5-day-workshops/22w5092/videos/watch/202204111030-Peccati.html

  3. Title:
    Sampling and Stein’s method
    Speaker:
    Chris Oates

    Link:
    http://www.birs.ca/events/2022/5-day-workshops/22w5092/videos/watch/202204111302-Oates.html

  4. Title:
    Stein's method for stability of variational problems in spaces of probability measures
    Speaker:
    Max Fathi

    Link:
    http://www.birs.ca/events/2022/5-day-workshops/22w5092/videos/watch/202204120918-Fathi.html

  5. Title:
    Regularized Stein Variational Gradient Descent
    Speaker:
    Ye He

    Link:
    http://www.birs.ca/events/2022/5-day-workshops/22w5092/videos/watch/202204121040-He.html

  6. Title:
    A Kernel Stein Test for Comparing Latent Variable Models
    Speaker:
    Arthur Gretton

    Link:
    http://www.birs.ca/events/2022/5-day-workshops/22w5092/videos/watch/202204140904-Gretton.html