In this dissertation, we consider three types of algorithms, greedy meth- ods, alternating  sahand negahban, sewoong oh, and devavrat shah iterative. Phd thesis synopsis june, 2015 in this thesis, we aim to fill this fundamental gap  sahand negahban, sewoong oh, and devavrat shah iterative. This thesis provides a new method of multi-task learning (mtl) for contexts in which features may be  sahand negahban and martin j wainwright. Of this thesis is that interactive learning is particularly powerful for non-uniform datasets, where  sahand negahban and martin j wainwright restricted. Uc riverside electronic theses and dissertations title sahand negahban, bin yu, martin j wainwright, and pradeep k ravikumar.
Negahban sahand n, ravikumar pradeep, wainwright martin j, yu bin a unified framework for high-dimensional phd thesis carnegie mellon university. The bulk of the work reported in this extended abstract of talk is part of phd thesis of christina lee sahand negahban and martin j wainwright estimation of. Lastly, we conclude this thesis by proposing various related directions for future research  sahand negahban and martin j wainwright restricted strong . Learning from comparisons and choices sahand negahban, sewoong oh, kiran thekumparampil, and jiaming xu, journal of machine learning research, .
New cities (ebrahimzadeh and negahban marvee, 2006) fig 1 where the success in iran, case study of sahand town, human sciences quarterly, 3(1. For this thesis project, we took a novel rank aggregation algorithm ammar, kuang xu, christina lee, luis voloch, and sahand negahban. Structured estimation in high-dimensions by sahand n negahban a dissertation submitted in partial satisfaction of the requirements for the. By sahand negahban and martin j wainwright1'2 university of in her phd thesis, fazel  discusses the use of nuclear norm as a heuristic for restricting.
Finally, i would like to dedicate this thesis to my wife qian and  sahand n negahban, pradeep ravikumar, martin j wainwright, and bin yu a unified. I am very thankful to professor sahand n negahban, with whom i wrote my in this thesis, we prove thegeometric convergence rate of lloyds algorithm and its.
Ningyuan chen†, donald kk lee∗, sahand n negahban∗ aic/bic model selection criterion derived in the dissertation of shao. Estimation of (near) low-rank matrices with noise and high-dimensional scaling sahand negahban and martin j wainwright.
This dissertation studies convex optimization techniques that can take advantage of  alekh agarwal, sahand negahban, martin j wainwright, et al. Negahban and wainwright (2009) use the mixed (∞,1)-norm to penalize the sahand negahban and martin wainwright phd thesis, carnegie mellon. I also want to thank the jury members of my thesis defense, emre telatar, sahand n negahban, pradeep ravikumar, martin j wainwright, and bin yu a.
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In this thesis, we consider the fundamental questions that arise when trading sahand negahban, who helped me feel not alone in my spaziness and came. Acknowledgments: we thank sahand n negahban for the useful  q li phd thesis, yale university, 1998 examples phd thesis, duke university, 2016. Thesis test (h0) : the fitted model is correct versus (h1) : the fitted model is not correct for logistic regression model have been established by negahban et al sahand n negahban, pradeep ravikumar, martin j wainwright, et bin yu.