Compression: PredictionCovers the concepts of compression and prediction using prefix-free codes and distributions.
Generalization ErrorExplores generalization error in machine learning, focusing on data distribution and hypothesis impact.
Concentration InequalitiesCovers concentration inequalities and sampling methods for estimating unknown distributions, with a focus on population infection rates.