Birs- 17w5093: Optimal Transport meets Probability, Statistics and Machine Learning

  1. Title:
    Consistency of objective functionals in semi-supervised learning
    Speaker:
    Dejan Slepčev

    Link:
    http://www.birs.ca/events/2017/5-day-workshops/17w5093/videos/watch/201705010900-Slepcev.html

  2. Title:
    Inference via low-dimensional couplings
    Speaker:
    Youssef Marzouk

    Link:
    http://www.birs.ca/events/2017/5-day-workshops/17w5093/videos/watch/201705011100-Marzouk.html

  3. Title:
    Explanation of variability through optimal transport
    Speaker:
    Esteban Tabak

    Link:
    http://www.birs.ca/events/2017/5-day-workshops/17w5093/videos/watch/201705011200-Tabak.html

  4. Title:
    Regularization of Barycenters in the Wasserstein Space
    Speaker:
    Elsa Cazelles

    Link:
    http://www.birs.ca/events/2017/5-day-workshops/17w5093/videos/watch/201705011300-Cazelles.html

  5. Title:
    Martingale Optimal Transport: at the crossroad of mathematical finance, probability and optimal transport
    Speaker:
    Jan Obloj

    Link:
    http://www.birs.ca/events/2017/5-day-workshops/17w5093/videos/watch/201705011500-Obloj.html

  6. Title:
    Numerical computation of martingale optimal transport on real line
    Speaker:
    Gaoyue Guo

    Link:
    http://www.birs.ca/events/2017/5-day-workshops/17w5093/videos/watch/201705011630-Guo.html

  7. Title:
    Optimal martingale transport
    Speaker:
    Young-Heon Kim

    Link:
    http://www.birs.ca/events/2017/5-day-workshops/17w5093/videos/watch/201705011703-Kim.html

  8. Title:
    Some algorithmic aspects of semi-discrete optimal transport.
    Speaker:
    Bruno Levy

    Link:
    http://www.birs.ca/events/2017/5-day-workshops/17w5093/videos/watch/201705020902-Levy.html

  9. Title:
    Optimal mass transport and density flows
    Speaker:
    Tryphon Georgiou

    Link:
    http://www.birs.ca/events/2017/5-day-workshops/17w5093/videos/watch/201705021001-Georgiou.html

  10. Title:
    Lagrangian schemes for Wasserstein gradient flows
    Speaker:
    Bertram Düring

    Link:
    http://www.birs.ca/events/2017/5-day-workshops/17w5093/videos/watch/201705021100-During.html

  11. Title:
    The total variation Wasserstein gradient flow
    Speaker:
    Clarice Poon

    Link:
    http://www.birs.ca/events/2017/5-day-workshops/17w5093/videos/watch/201705021234-Poon.html

  12. Title:
    Transport based kernels for Gaussian Process Modeling
    Speaker:
    Jean-Michel Loubes

    Link:
    http://www.birs.ca/events/2017/5-day-workshops/17w5093/videos/watch/201705021632-Loubes.html

  13. Title:
    Optimal transport and its use in data assimilation and sequential Bayesian inference
    Speaker:
    Sebastian Reich

    Link:
    http://www.birs.ca/events/2017/5-day-workshops/17w5093/videos/watch/201705030903-Reich.html

  14. Title:
    Inference in generative models using the Wasserstein distance
    Speaker:
    Espen Bernton

    Link:
    http://www.birs.ca/events/2017/5-day-workshops/17w5093/videos/watch/201705030937-Bernton.html

  15. Title:
    Some results about entropic transport
    Speaker:
    Christian Léonard

    Link:
    http://www.birs.ca/events/2017/5-day-workshops/17w5093/videos/watch/201705031101-Leonard.html

  16. Title:
    PDE approach to regularization in deep learning
    Speaker:
    Adam Oberman

    Link:
    http://www.birs.ca/events/2017/5-day-workshops/17w5093/videos/watch/201705040903-Oberman.html

  17. Title:
    Joint distribution optimal transportation for domain adaptation
    Speaker:
    Rémi Flamary

    Link:
    http://www.birs.ca/events/2017/5-day-workshops/17w5093/videos/watch/201705041003-Flamary.html

  18. Title:
    New numerical tools for optimal transport and their machine learning applications
    Speaker:
    Jianbo Ye

    Link:
    http://www.birs.ca/events/2017/5-day-workshops/17w5093/videos/watch/201705041104-Ye.html

  19. Title:
    On the multi-marginal optimal partial transport and partial barycenter problems
    Speaker:
    Jun Kitagawa

    Link:
    http://www.birs.ca/events/2017/5-day-workshops/17w5093/videos/watch/201705041137-Kitagawa.html

  20. Title:
    Combined modelling of optimal transport and segmentation
    Speaker:
    Christoph Brune

    Link:
    http://www.birs.ca/events/2017/5-day-workshops/17w5093/videos/watch/201705041230-Brune.html