Lectures related to Bennett's inequality

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

Covers Cramer's theorem and Hoeffding's inequality in the context of the large deviations principle.

Explores regret in multi-arm bandits, balancing exploration and exploitation for optimal decision-making in real-world applications.

Covers McDiarmid's inequality, providing concentration bounds for functions of independent random variables.

Explores Brun's Sieve, Martingales, and Conditional Expectations in probability theory.

Covers Hoeffding's inequality and concentration inequalities with a focus on sequences of random variables.

Explores Hoeffding's inequality and its applications in probability theory and statistical analysis.