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The phase transition for the existence of the maximum likelihood estimate in high-dimensional logistic regression


Apr 25, 2018
Emmanuel J. Candes, Pragya Sur

* 15 pages, 2 figures 

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Solving Random Quadratic Systems of Equations Is Nearly as Easy as Solving Linear Systems


Mar 22, 2016
Yuxin Chen, Emmanuel J. Candes

* accepted to Communications on Pure and Applied Mathematics (CPAM) 

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A Differential Equation for Modeling Nesterov's Accelerated Gradient Method: Theory and Insights


Oct 27, 2015
Weijie Su, Stephen Boyd, Emmanuel J. Candes

* To appear in Journal of Machine Learning Research. Added more simulation studies. Preliminary version appeared in NIPS 2014 

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