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message passing,. New approach to Bayesian high-dimensional linear regression. In particular, no current model of V4 has define biographical shown good predictions for neuronal responses to natural images and there is no consensus on its primary role. Among those selective to contours, some of them are selective to orientation, others to acute curvature features.
Mirrokni, International conference on machine learning. In this thesis we focus on a class of low computational complexity algorithms known as iterative thresholding. We study them both theoretically and empirically. This Cited by count includes citations to the following articles in Scholar. The ones marked may be different from the article in the profile.
Arian maleki thesis
Conferences (selected (Full list can be found here ) Approximate leave-one-out for fast parameter tuning in high-dimensions. (ITW Cairo, Egypt, 2010. Communication, Control, and Computing, Monticello, IL, 2009. Bin Yu, University help proposal writing of California, Berkeley. Such a sequence of random length accompanied by a survival time is called a survival process. Maleki, International conference on machine learning (icml 2018. From denoising to compressed sensing,. Does ell_p-minimization outperform ell_1- minimization?
I am an assistant professor in the Department of Statistics at Columbia University.
I received my PhD from Stanford University in 2010.
Before joining Columbia University, I was a postdoctoral scholar at Rice University.
Abstract An Asymptotic Minimax Analysis of Nonlocal Means on Edges by Manjari Narayan This thesis analyzes the non-local means denoising algorithm using the criterion.
Consistent parameter estimation for lasso and approximate message passing Mousavi, Ali, Maleki, Arian, and Baraniuk, Richard., The Annals of Statistics, 2017 The Annals of Statistics, 2017 Robustness in sparse high-dimensional linear models: Relative efficiency and robust approximate message passing Bradic, Jelena, Electronic Journal.
Good thesis for pro death penalty, A research thesis, Ba thesis,