Generalization Courses
Institute for Pure & Applied Mathematics (IPAM) via YouTube Neural Networks Meet Nonparametric Regression: Generalization by Weight Decay and Large Learning Rates
Simons Institute via YouTube Generalization in Robotic Behavior Cloning: Pitfalls and Promises
Simons Institute via YouTube Know When You Know: Handling Adversarial Data by Abstaining
Simons Institute via YouTube Does Generalization Imply Accuracy on the Line? A New Look at Robust Generalization
Simons Institute via YouTube Language Model Alignment: Theory and Algorithms
Simons Institute via YouTube The Pitfalls of Next-token Prediction in Language Models
Simons Institute via YouTube When Calibration Goes Awry: Hallucination in Language Models
Simons Institute via YouTube LLM Metacognition: Understanding and Leveraging "Thinking about Thinking"
Simons Institute via YouTube Generalization from the Behavioral Perspective
Simons Institute via YouTube