Generalization ErrorDiscusses mutual information, data processing inequality, and properties related to leakage in discrete systems.
Statistical EstimatorsExplains statistical estimators for random variables and Gaussian distributions, focusing on error functions for integration.
Point Estimation in StatisticsCovers the concept of point estimation in statistics, focusing on methods to estimate unknown parameters from a given sample.
Distribution EstimationCovers the estimation of distributions using various methods such as minimum loss and expectation.
Estimators and BiasExplores estimators, bias, and efficiency in statistics, emphasizing the trade-off between bias and variability.
