Sample Complexity Courses
Simons Institute via YouTube Reinforcement Learning - Part I
Simons Institute via YouTube Reinforcement Learning in Feature Space: Complexity and Regret
Simons Institute via YouTube Exploration with Limited Memory - Streaming Algorithms for Coin Tossing, Noisy Comparisons, and Multi-Armed Bandits
Association for Computing Machinery (ACM) via YouTube Optimal Transport for Machine Learning - Gabriel Peyre, Ecole Normale Superieure
Alan Turing Institute via YouTube Learning Quantum with Generative Models
APS Physics via YouTube Privacy, Stability, and Online Learning
Fields Institute via YouTube Learning Theoretic Foundations of Data-Driven Algorithm Design
International Mathematical Union via YouTube Learning Linear Dynamical Systems with Hankel Nuclear Norm Regularization
Fields Institute via YouTube Information Theory of Deep Learning - Naftali Tishby
Stanford University via YouTube