Generalization ErrorExplores generalization error in machine learning, focusing on data distribution and hypothesis impact.
Distribution EstimationCovers the estimation of distributions using various methods such as minimum loss and expectation.
CompressionCovers the concept of compression and constructing prefix-free codes based on given information.
Calculations of ExpectationCovers the calculation of expectation and variance for different types of random variables, including discrete and continuous ones.
Property TestingCovers the concept of property testing using statistical methods.
