Generalization Courses
Montreal Robotics via YouTube A General-Purpose Robotic Navigation Model
Montreal Robotics via YouTube Overview of Statistical Learning Theory - Part 2
Simons Institute via YouTube Measures of Relatedness in Domain Adaptation and Related Problems
Simons Institute via YouTube Overview of Statistical Learning Theory - Part 1
Simons Institute via YouTube Reconsidering Overfitting in the Age of Overparameterized Models
Simons Institute via YouTube Understanding Generalization from Pre-training Loss to Downstream Tasks
Simons Institute via YouTube A Theory of Multi-objective Machine Learning
Simons Institute via YouTube Learning Probability Distributions: What Can and Can't Be Done
Simons Institute via YouTube The Elusive Generalization: Classical Bounds to Double Descent to Grokking
Simons Institute via YouTube