Difference between revisions of "Optimization"

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* [http://www.siam.org/books/textbooks/download.php Iterative methods for optimization by Kelley] (Textbook is downloadable)
 
* [http://www.siam.org/books/textbooks/download.php Iterative methods for optimization by Kelley] (Textbook is downloadable)
 
* [http://www.ams.sunysb.edu/~jiao/teaching/ams526_fall12/ Course on numerical linear algebra by Xiangmin Jiao @ stonybrook]
 
* [http://www.ams.sunysb.edu/~jiao/teaching/ams526_fall12/ Course on numerical linear algebra by Xiangmin Jiao @ stonybrook]
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* [http://www.stat.cmu.edu/~ryantibs/convexopt/ Course on Convex Optimization - Ryan Tibshrani @ CMU]
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* [https://wiseodd.github.io/techblog/2018/03/14/natural-gradient/ Nice Blog post on Natural Gradient and Fisher's Information Matrix]
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* [https://ruder.io/optimizing-gradient-descent/ Gradient descent and its variants]
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* [http://www.eng.tau.ac.il/~talraviv/Rothblum2018/Presentations/splenary-beck.pdf The gradient method: past and present (Amir Beck, Tel Aviv Univ.)]
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* [https://www.youtube.com/playlist?list=PLXsmhnDvpjORzPelSDs0LSDrfJcqyLlZc Optimization Algorithms] by [https://caramanis.github.io/ Constantine Caramanis @ UTexax]

Latest revision as of 12:35, 29 April 2021