Generalization Courses
Simons Institute via YouTube Modern Paradigms of Generalization - The Heliocentric Model of Aristarchus
Simons Institute via YouTube Approximately Piecewise E(3) Equivariant Point Networks
Valence Labs via YouTube Generalization in Diffusion Models from Geometry-Adaptive Harmonic Representation
Valence Labs via YouTube Pre-training via Denoising for Molecular Property Prediction
Valence Labs via YouTube COMI: Correct and Mitigate Shortcut Learning Behavior in Deep Neural Networks
Association for Computing Machinery (ACM) via YouTube Infinite Limits and Scaling Laws of Neural Networks
Institute for Pure & Applied Mathematics (IPAM) 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 Comparison and Transfer Between Tasks in Overparameterized Learning
Institute for Pure & Applied Mathematics (IPAM) via YouTube The Dynamics of Memorization and Generalization in Deep Learning
Institute for Pure & Applied Mathematics (IPAM) via YouTube