Inductive Bias Courses
Simons Institute via YouTube A Theory for Emergence of Complex Skills in Language Models
Simons Institute via YouTube Large ML Potentials for Chemistry - Generalization, Inductive Biases, and Error Cancellation
Simons Institute via YouTube PirateNets - Physics-Informed Deep Learning with Residual Adaptive Networks
Alan Turing Institute via YouTube Do We Really Need All That Data? Learning and Control for Contact-rich Manipulation
Georgia Tech Research via YouTube Understanding Generalization from Pre-training Loss to Downstream Tasks
Simons Institute via YouTube Generalization in Diffusion Models from Geometry-Adaptive Harmonic Representation
Valence Labs via YouTube Human and Machine Inductive Biases for Compositional Linguistic Generalization
Simons Institute via YouTube