Sparsity and Parsimonious Models: Everything should be made as simple as possible, but no simpler Published 2020-09-25 Download video MP4 360p Recommendations 27:58 Robust, Interpretable Statistical Models: Sparse Regression with the LASSO 08:25 What is Sparsity? 22:11 Robust Principal Component Analysis (RPCA) 17:19 Shannon Nyquist Sampling Theorem 50:05 6. Monte Carlo Simulation 15:17 Why -1/12 is a gold nugget 09:46 Q Learning simply explained | SARSA and Q-Learning Explanation 16:28 The Laplace Transform: A Generalized Fourier Transform 10:50 Why images are compressible: The Vastness of Image Space 06:48 Compressed Sensing: Overview 10:59 Sparsity and the L1 Norm 51:47 Lecture 19: Dynamic Programming I: Fibonacci, Shortest Paths 19:21 The more general uncertainty principle, regarding Fourier transforms 15:16 Want to make better decisions, learn how to use perspective hacks with Breda Mc Cague #TedxTalk 09:20 Sparsity and Compression: An Overview 11:07 Compressed Sensing: Mathematical Formulation 49:34 16. Learning: Support Vector Machines Similar videos 00:35 Parsimonious 23:12 AI/ML+Physics Part 4: Crafting a Loss Function [Physics Informed Machine Learning] 03:02 Don't Be Parsimonious More results