Birs- 22w5055: Interpretability in Artificial Intelligence

  1. Title:
    Constrained Neural Networks for increased transparency
    Speaker:
    An-phi Nguyen

    Link:
    http://www.birs.ca/events/2022/5-day-workshops/22w5055/videos/watch/202205051141-Nguyen.html

  2. Title:
    A Hybrid model to Improve Crop Yield Prediction
    Speaker:
    Guiping Hu

    Link:
    http://www.birs.ca/events/2022/5-day-workshops/22w5055/videos/watch/202205051405-Hu.html

  3. Title:
    Flash Talk
    Speaker:
    Marta Gonzalez Mallo

    Link:
    http://www.birs.ca/events/2022/5-day-workshops/22w5055/videos/watch/202205051447-GonzalezMallo.html

  4. Title:
    Mechanistic modelling of cell migration in the immune system
    Speaker:
    Inge Wortel

    Link:
    http://www.birs.ca/events/2022/5-day-workshops/22w5055/videos/watch/202205051530-Wortel.html

  5. Title:
    Sample-Specific Models for Interpretable Analysis with Applications to Disease Subtyping
    Speaker:
    Ben Lengerich

    Link:
    http://www.birs.ca/events/2022/5-day-workshops/22w5055/videos/watch/202205051559-Lengerich.html

  6. Title:
    Q&A/Brainstorming
    Speaker:
    Davide Cirillo

    Link:
    http://www.birs.ca/events/2022/5-day-workshops/22w5055/videos/watch/202205051645-Cirillo.html

  7. Title:
    Deep Geometric and Topological Representations Learning for Interpretable Insights from Biomedical Data
    Speaker:
    Smita Krishnaswamy

    Link:
    http://www.birs.ca/events/2022/5-day-workshops/22w5055/videos/watch/202205060904-Krishnaswamy.html

  8. Title:
    Deep Learning Interpretability for the Discovery of Biomedical Patterns
    Speaker:
    Mara Graziani

    Link:
    http://www.birs.ca/events/2022/5-day-workshops/22w5055/videos/watch/202205061000-Graziani.html

  9. Title:
    Interpreting deep learning models for genomic discovery
    Speaker:
    Anshul Kundaje

    Link:
    http://www.birs.ca/events/2022/5-day-workshops/22w5055/videos/watch/202205061115-Kundaje.html