Online Learning Theory
The online learning model, regret bounds, Perceptron algorithm, Follow-The-Leader and Follow-The-Regularised-Leader, Hedge algorithm, and connections to streaming ML and online ad auctions.
The online learning model, regret bounds, Perceptron algorithm, Follow-The-Leader and Follow-The-Regularised-Leader, Hedge algorithm, and connections to streaming ML and online ad auctions.