Reading Groups

  • Causal Inference (December 2021 - )

[16/12/2021 - Rahul M]

  • Chapter 1 - Causal Inference in Statistics by Pearl, Glymour, Jewell

  • Lower Bounds for Bandits (October 2020 - January 2021)

[06/11/2020 - Arindam]

[20/11/2020 - Rama]

  • Online Learning (August 2019 - December 2019)

[21/08/2019 -- Presenter: Vishakha]

Online Convex Optimization Framework

Learning from Expert Advice

    • Weighted Majority Algorithm

    • Hedge Algorithm

[11/09/2019 -- Presenter: Ganesh]

  • Online Gradient Descent

  • Lower Bounds on Regret

[16/09/2019 -- Presenter: Ganesh]

Contd.

  • Online Mirror Descent

[26/09/2019 -- Presenter: Vishakha]

  • Follow the Leader

  • Follow the Regularized Leader

[15/10/2019 -- Presenter: Ganesh]

  • Randomized Regularization

[21/10/2019 -- Presenter: Vineet]

  • Online Conditional Gradient Descent - Frank Wolfe Optimization