Birs- 21w5107: Foundations of Objective Bayesian Methodology

  1. Title:
    Bayesian Scalable Precision Factor Analysis for Massive Sparse Gaussian Graphical Models
    Speaker:
    Noirrit Chandra

    Link:
    http://www.birs.ca/events/2021/5-day-workshops/21w5107/videos/watch/202112020900-Chandra.html

  2. Title:
    Advances in Bayesian inference for regression models with binary, categorical and partially-discretized data
    Speaker:
    Daniele Durante

    Link:
    http://www.birs.ca/events/2021/5-day-workshops/21w5107/videos/watch/202112020945-Durante.html

  3. Title:
    Trees of random probability measures and Bayesian nonparametric modelling
    Speaker:
    Filippo Ascolani

    Link:
    http://www.birs.ca/events/2021/5-day-workshops/21w5107/videos/watch/202112021100-Ascolani.html

  4. Title:
    Individualized Causal Discovery with Latent Trajectory Embedded Bayesian Networks
    Speaker:
    Yang Ni

    Link:
    http://www.birs.ca/events/2021/5-day-workshops/21w5107/videos/watch/202112021145-Ni.html

  5. Title:
    A Bayesian Approach to Anomaly Detection in Computer Systems: A Review
    Speaker:
    José Antonio Perusquía

    Link:
    http://www.birs.ca/events/2021/5-day-workshops/21w5107/videos/watch/202112021500-Perusquia.html

  6. Title:
    Towards Trustworthy Machine Learning in Medicine and the Role of Uncertainty
    Speaker:
    Katherine Heller

    Link:
    http://www.birs.ca/events/2021/5-day-workshops/21w5107/videos/watch/202112021545-Heller.html

  7. Title:
    Marginalization of latent variables for correlated data
    Speaker:
    Mengyang Gu

    Link:
    http://www.birs.ca/events/2021/5-day-workshops/21w5107/videos/watch/202112021700-Gu.html