Statistical Learning Theory Courses
International Centre for Theoretical Sciences via YouTube Quantum Statistical Query Learning II of II - IPAM at UCLA
Institute for Pure & Applied Mathematics (IPAM) via YouTube On the Variance and Admissibility of Empirical Risk Minimization on Convex Classes
Hausdorff Center for Mathematics via YouTube Robust Learning of a Single Neuron - Bridging Computational Gaps Using Optimization
Institute for Pure & Applied Mathematics (IPAM) via YouTube Random Tessellation Forests: Overcoming the Curse of Dimensionality
Hausdorff Center for Mathematics via YouTube Testing Assumptions of Learning Algorithms
Simons Institute via YouTube Towards Understanding the Implicit Regularization Effect of SGD
MITCBMM via YouTube Open Problems in the Theory of Deep Learning - Panel Discussion
MITCBMM via YouTube The Elusive Generalization and Easy Optimization - Part 2
Institute for Pure & Applied Mathematics (IPAM) via YouTube The Elusive Generalization and Easy Optimization in Machine Learning - Part 1
Institute for Pure & Applied Mathematics (IPAM) via YouTube