Regularization Courses
Institut des Hautes Etudes Scientifiques (IHES) via YouTube Issues Related to Regularizing Thermo and Magnetic Contributions within Nonrenormalizable Theories
ICTP-SAIFR via YouTube Mathematical Problems in Machine Learning - Part 2 of 4
IPhT-TV via YouTube Private Convex Optimization via Exponential Mechanism - Differential Privacy for Machine Learning
Google TechTalks via YouTube Lorentzian IKKT Matrix Model with Mass Term as Nonperturbative Formulation of Superstring Theory
Erwin Schrödinger International Institute for Mathematics and Physics (ESI) via YouTube Overfitting: Benign, Tempered and Harmful - Lecture on Machine Learning Regularization
Institute for Pure & Applied Mathematics (IPAM) via YouTube Regularization via Permutation of Labels - Lecture 1
Centre International de Rencontres Mathématiques via YouTube Regularization via Permutation of Labels - Lecture 2
Centre International de Rencontres Mathématiques via YouTube Generalisation of Some Overparametrised Models
Centre International de Rencontres Mathématiques via YouTube Handling Multicollinearity with Ridge Regression in Python
NPTEL-NOC IITM via YouTube