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)
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