Lectures related to Hoeffding's inequality

Hoeffding's Inequality: Binomial Distribution

Explores Hoeffding's inequality and the binomial distribution, focusing on error minimization and generalization gaps in predictor selection.

Advanced Probability: Quiz

Covers a quiz on advanced probability concepts and calculations.

Generalization Error

Explores tail bounds, information bounds, and maximal leakage in the context of generalization error.

Advanced Probability

Delves into advanced probability theory, covering inequalities, trials, distributions, and calculations for probabilities and expectations.

Linearity of Expectation

Covers Linearity of Expectation, Markov's inequality, random variables, and transitive tournaments.

Convergence of Random Variables: Definitions and Connections

Covers the definitions and relationships of convergence for random variables, including quadratic convergence, convergence in probability, and almost sure convergence.

Conditional Expectation: Grouping Lemma

Explores conditional expectation, the grouping lemma, and the law of large numbers.