Sample Complexity Courses
Center for Language & Speech Processing(CLSP), JHU via YouTube Characterizations of PAC Learnability
Institute for Advanced Study via YouTube Learning Probability Distributions: What Can and Can't Be Done
Simons Institute via YouTube Iterated Models: Expressive Power, Learning, and Chain of Thought
Simons Institute via YouTube Size of Teachers as Measure of Data Complexity - PAC-Bayes Excess Risk Bounds and Scaling Laws
Institute for Pure & Applied Mathematics (IPAM) via YouTube On the Curses of Future and History in Off-policy Evaluation in Non-Markov Environments
Simons Institute via YouTube