Theoretical Machine Learning Courses
Institute for Advanced Study via YouTube On the Critic Function of Implicit Generative Models - Arthur Gretton
Institute for Advanced Study via YouTube Priors for Semantic Variables - Yoshua Bengio
Institute for Advanced Study via YouTube Instance-Hiding Schemes for Private Distributed Learning
Institute for Advanced Study via YouTube Learning Probability Distributions - What Can, What Can't Be Done - Shai Ben-David
Institute for Advanced Study via YouTube Latent Stochastic Differential Equations for Irregularly-Sampled Time Series - David Duvenaud
Institute for Advanced Study via YouTube Interpolation in Learning - Steps Towards Understanding When Overparameterization Is Harmless, When It Helps, and When It Causes Harm
Institute for Advanced Study via YouTube Your Brain on Energy-Based Models - Applying and Scaling EBMs to Problems
Institute for Advanced Study via YouTube Understanding Deep Neural Networks - From Generalization to Interpretability
Institute for Advanced Study via YouTube Optimization Landscape and Two-Layer Neural Networks - Rong Ge
Institute for Advanced Study via YouTube