Hacker News
- Non-Convex Optimization for Machine Learning https://arxiv.org/abs/1712.07897 32 comments
- Convex Optimization (2004) [pdf] https://web.stanford.edu/~boyd/cvxbook/bv_cvxbook.pdf 56 comments
- Convex Optimization (MOOC) by Stephen Boyd https://class.stanford.edu/courses/Engineering/CVX101/Winter2014/about 13 comments
- Nice book on convex optimization techniques http://www.stanford.edu/~boyd/cvxbook/ 21 comments
- Why does everyone recommend studying convex optimization to try and solve non-convex problems? https://www.reddit.com/r/math/comments/8vlra9/why_does_everyone_recommend_studying_convex/ 3 comments math
- Optimization: SDP relaxation of non-convex QCQP and duality gap (cannot reproduce a paper's results) http://www2007.org/papers/paper286.pdf 5 comments math
- Convex Optimization of Portfolio Kurtosis https://papers.ssrn.com/sol3/papers.cfm?abstract_id=4202967 3 comments economics
- Free Textbook: "Convex Optimization" by Stephen Boyd and Lieven Vandenberghe http://www.stanford.edu/~boyd/cvxbook/ 3 comments statistics
- CVXPY is an open source Python-embedded modeling language for convex optimization problems. https://www.cvxpy.org/ 5 comments programming
- [E] I have finally finished my video series on Convex Optimization. The last video is about the important of the KKT conditions in optimization. https://www.youtube.com/watch?v=uh1Dk68cfWs 5 comments statistics
- Full Mathematics Video Courses (just published! courses include: single variable calculus, multivariable calculus, linear algebra, differential equations, mathematical methods for engineers, mathematical algorithms, statistics, fourier transform, linear dynamical systems and convex optimizations) http://freescienceonline.blogspot.com/2011/02/full-mathematics-video-courses.html 11 comments math
- Free Mathematics Video Lectures (Discrete Math, Convex Optimization, Fourier Transform, Linear Dynamical Systems, Keio University Math Videos, and others) http://freescienceonline.blogspot.com/2008/10/more-free-mathematics-video-courses.html 11 comments math