Supervised Descent Method
In this dissertation, we focus on solving Nonlinear Least Squares problems using a supervised approach. In particular, we developed a Supervised Descent Method (SDM), performed thorough theoretical analysis, and demonstrated its effectiveness on optimizing analytic functions, and four other real-wor...
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| Format: | Others |
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Research Showcase @ CMU
2015
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| Online Access: | http://repository.cmu.edu/dissertations/652 http://repository.cmu.edu/cgi/viewcontent.cgi?article=1690&context=dissertations |