Optimization
From MIPAL
- Homepage of Lieven Vandenberghe - Lectures on optimization
- Animations for optimization algorithms
- Convex optimization by Boyd and Vandenberghe (Textbook and slides are downloadable)
- Levenberg-Marquardt algorithm - Wikipedia
- Iterative methods for optimization by Kelley (Textbook is downloadable)
- Course on numerical linear algebra by Xiangmin Jiao @ stonybrook
- Course on Convex Optimization - Ryan Tibshrani @ CMU
- Nice Blog post on Natural Gradient and Fisher's Information Matrix
- Gradient descent and its variants