Birs- 22w5094: New Interactions Between Statistics and Optimization

  1. Title:
    Two implicit bias proof techniques
    Speaker:
    Matus Telgarsky

    Link:
    http://www.birs.ca/events/2022/5-day-workshops/22w5094/videos/watch/202205230920-Telgarsky.html

  2. Title:
    The role of stochasticity in learning algorithms
    Speaker:
    Loucas Pillaud-vivien

    Link:
    http://www.birs.ca/events/2022/5-day-workshops/22w5094/videos/watch/202205231032-Pillaud-Vivien.html

  3. Title:
    Social Dynamics of Machine Learning for Decision Making
    Speaker:
    Lydia Liu

    Link:
    http://www.birs.ca/events/2022/5-day-workshops/22w5094/videos/watch/202205231533-Liu.html

  4. Title:
    A convolution property and proof using polynomial representation
    Speaker:
    Suriya Gunasekar

    Link:
    http://www.birs.ca/events/2022/5-day-workshops/22w5094/videos/watch/202205241427-Gunasekar.html

  5. Title:
    Early Stopping, Regularization, Interpolation and Uniform Convergence
    Speaker:
    Nati Srebro

    Link:
    http://www.birs.ca/events/2022/5-day-workshops/22w5094/videos/watch/202205250924-Srebro.html

  6. Title:
    Statistical Complexity of Mirror Descent
    Speaker:
    Varun Kanade

    Link:
    http://www.birs.ca/events/2022/5-day-workshops/22w5094/videos/watch/202205251532-Kanade.html

  7. Title:
    How can kernels help us understand deep architectures?
    Speaker:
    Alberto Bietti

    Link:
    http://www.birs.ca/events/2022/5-day-workshops/22w5094/videos/watch/202205260925-Bietti.html

  8. Title:
    Kernels in high-dimension: implicit regularization, benign overfitting and multiple descent
    Speaker:
    Theodor Misiakiewicz

    Link:
    http://www.birs.ca/events/2022/5-day-workshops/22w5094/videos/watch/202205261019-Misiakiewicz.html

  9. Title:
    Average-case analysis in optimization
    Speaker:
    Damien Scieur

    Link:
    http://www.birs.ca/events/2022/5-day-workshops/22w5094/videos/watch/202205261116-Scieur.html