Solving l1 Regularized Least Squares via Proximal Gradient Descent Published -- Download video MP4 360p Recommendations 12:01 Hinge Loss for Binary Classifiers 14:58 Proximal Gradient Descent Algorithms 20:27 Regularization Part 1: Ridge (L2) Regression 13:41 Gradient Descent Solutions to Least Squares Problems 09:54 Ridge Regression (L2 Regularization) 10:46 Gradient Descent Part 1 Chieh 25:24 5.2 Proximal Gradient -- Basic Properties 08:56 Understanding Subgradients Using Examples 44:08 The proximal operator of the L1 norm 22:56 Visualizing 4D Pt.1 03:06 Gradient Descent in 3 minutes 07:18 CSC411/2515 Why L1 regularization drives some coefficients to 0 Similar videos 27:30 5.4 ISTA and FISTA 15:13 Proximal Method: Proximal Operator 14:18 Part 8 : proximal gradient descent 48:45 Lieven Vandenberghe: "Bregman proximal methods for semidefinite optimization." 14:45 [W4-5] proximal gradient descent 1:01:17 Lecture 9: Proximal Gradient Descent 04:19 CS540 Lecture 4 L1 L2 Regularization More results