Regularization Courses
MITCBMM via YouTube Tradeoffs Between Robustness and Accuracy - Percy Liang
Institute for Advanced Study via YouTube Learning with Small Data - Part 2
Association for Computing Machinery (ACM) via YouTube Statistical Rethinking 2023 - Fitting Over & Under
Richard McElreath via YouTube Statistical Rethinking 2022 - Overfitting
Richard McElreath via YouTube AI skills for Engineers: Supervised Machine Learning
Delft University of Technology via edX Denoising as a Building Block: Theory and Applications in Image Processing
Society for Industrial and Applied Mathematics via YouTube Batch Normalization: Accelerating Deep Network Training by Reducing Internal Covariate Shift
Yannic Kilcher via YouTube Recent Advances in Iterative Solvers for Interior Point Methods
Fields Institute via YouTube Machine Learning Basics: A Speedrun - IPAM at UCLA
Institute for Pure & Applied Mathematics (IPAM) via YouTube