Concentration Inequalities
Markov, Chebyshev, and Hoeffding inequalities, the Central Limit Theorem, and the Law of Large Numbers - bounding probabilities and understanding generalization in machine learning.
Markov, Chebyshev, and Hoeffding inequalities, the Central Limit Theorem, and the Law of Large Numbers - bounding probabilities and understanding generalization in machine learning.