Sample Complexity Courses
TheIACR via YouTube Sample Complexity of Estimation in Logistic Regression - Lecture
Institute for Pure & Applied Mathematics (IPAM) via YouTube Learning From Contrastive Examples in Machine Learning
Simons Institute via YouTube Hypothesis Selection with Computational Constraints
Simons Institute via YouTube Provably Efficient Adversarial Imitation Learning with Unknown Transitions - Oral Session 4
Uncertainty in Artificial Intelligence via YouTube Reinforcement Learning: An Introduction and Key Results
Institut des Hautes Etudes Scientifiques (IHES) via YouTube Learning with Volterra Series - Convolutional Networks without Activation Functions
Institut des Hautes Etudes Scientifiques (IHES) via YouTube Clustering a Mixture of Gaussians with Unknown Covariance - Lecture
USC Probability and Statistics Seminar via YouTube Tree Learning: Optimal Algorithms and Sample Complexity - Hierarchical Clustering and PAC Learning
Google TechTalks via YouTube Multivariate Method of Moments: From Sample Complexity to Implicit Computations - 2023
Instituto de Matemática Pura e Aplicada via YouTube