DS - GA 3001 . 03 : Extended Syllabus Lecture 10 Optimization and Computational Linear Algebra for Data Science ( Fall 2016 )
نویسنده
چکیده
[1] S. Boyd and L. Vandenberghe, Convex Optimization, Cambridge University Press, 2004. [2] Carlos Fernandez-Granda, Lecture Notes of “Optimization-based Data Analysis”, available at http: //www.cims.nyu.edu/~cfgranda/pages/OBDA_spring16/notes.html, 2016. [3] Carlos Fernandez-Granda, Lecture Notes of DSGA1002, available at http://www.cims.nyu.edu/ ~cfgranda/pages/DSGA1002_fall15/notes.html, 2015. [4] J. Nocedal and S. Wright, Numerical Optimization, Springer 2006. [5] J. R. Shewchuk, An Introduction to the Conjugate Gradient Method without the Agonizing Pain, 1994
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