Hamed Firouzi

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All published works

Action	Title	Year	Authors
+	Simplicial Complex Networks	2019	Mohammad Firouzi Sadra Boreiri Hamed Firouzi
+	Quickest Detection for Changes in Maximal kNN Coherence of Random Matrices	2018	Taposh Banerjee Hamed Firouzi Alfred O. Hero
+	Two-Stage Sampling, Prediction and Adaptive Regression via Correlation Screening	2016	Hamed Firouzi Alfred O. Hero Bala Rajaratnam
+	Quickest Detection for Changes in Maximal kNN Coherence of Random Matrices	2015	Taposh Banerjee Hamed Firouzi Alfred O. Hero
+	Non-parametric Quickest Change Detection for Large Scale Random Matrices	2015	Taposh Banerjee Hamed Firouzi Alfred O. Hero
+ PDF Chat	Non-parametric quickest change detection for large scale random matrices	2015	Taposh Banerjee Hamed Firouzi Alfred O. Hero
+ PDF Chat	Spectral Correlation Hub Screening of Multivariate Time Series	2015	Hamed Firouzi Dennis Wei Alfred O. Hero
+	High Dimensional Correlation Networks and Their Applications	2015	Hamed Firouzi
+	Non-parametric Quickest Change Detection for Large Scale Random Matrices	2015	Taposh Banerjee Hamed Firouzi Alfred O. Hero
+	Quickest Detection for Changes in Maximal kNN Coherence of Random Matrices	2015	Taposh Banerjee Hamed Firouzi Alfred O. Hero
+	Spectral Correlation Hub Screening of Multivariate Time Series	2014	Hamed Firouzi Dennis Wei Alfred O. Hero
+	Local hub screening in sparse correlation graphs	2013	Hamed Firouzi Alfred O. Hero
+	Predictive Correlation Screening: Application to Two-stage Predictor Design in High Dimension	2013	Hamed Firouzi Bala Rajaratnam Alfred O. Hero
+	Predictive Correlation Screening: Application to Two-stage Predictor Design in High Dimension	2013	Hamed Firouzi Bala Rajaratnam Alfred O. Hero
+ PDF Chat	A first step to convolutive sparse representation	2008	Hamed Firouzi Massoud Babaie‐Zadeh A. Ghasemian Sahebi Christian Jutten
+	Approximate Sparse Decomposition Based on Smoothed L0-Norm	2008	Hamed Firouzi Masoud Farivar Massoud Babaie‐Zadeh Christian Jutten
+	A First Step to Convolutive Sparse Representation	2008	Hamed Firouzi Massoud Babaie‐Zadeh Aria Ghasemian Christian Jutten

Common Coauthors

Coauthor	Papers Together
Alfred O. Hero	12
Taposh Banerjee	6
Bala Rajaratnam	3
Christian Jutten	3
Massoud Babaie‐Zadeh	3
Dennis Wei	2
A. Ghasemian Sahebi	1
Mohammad Firouzi	1
Sadra Boreiri	1
Masoud Farivar	1
Aria Ghasemian	1

Commonly Cited References

Action	Title	Year	Authors	# of times referenced
+ PDF Chat	Large-Scale Correlation Screening	2011	Alfred O. Hero Bala Rajaratnam	9
+	An Introduction to Multivariate Statistical Analysis	1986	Robb J. Muirhead T. W. Anderson	6
+ PDF Chat	Poisson Approximation and the Chen-Stein Method	1990	Richard Arratia Larry Goldstein Louis Gordon	5
+ PDF Chat	Third-order Asymptotic Optimality of the Generalized Shiryaev--Roberts Changepoint Detection Procedures	2012	Alexander G. Tartakovsky Moshe Pollak Aleksey S. Polunchenko	4
+ PDF Chat	Quickest Change Detection	2014	Venugopal V. Veeravalli Taposh Banerjee	4
+ PDF Chat	Procedures for Reacting to a Change in Distribution	1971	G. Lorden	4
+ PDF Chat	Model Selection and Estimation in Regression with Grouped Variables	2005	Ming Yuan Yi Lin	4
+ PDF Chat	Distilled Sensing: Adaptive Sampling for Sparse Detection and Estimation	2011	Jarvis Haupt Rui M. Castro Robert D. Nowak	4
+	The Elements of Statistical Learning	2001	Trevor Hastie J. Friedman Robert Tibshirani	4
+ PDF Chat	Least angle regression	2004	Bradley Efron Trevor Hastie Iain M. Johnstone Robert Tibshirani	4
+	Boosting for high-dimensional linear models	2006	Peter Bühlmann	4
+	A comparison of the lasso and marginal regression	2012	Christopher R. Genovese Jiashun Jin Larry Wasserman Zhigang Yao	4
+	Fast Active-set-type Algorithms for L1-regularized Linear Regression	2010	Jingu Kim Haesun Park	4
+	Information bounds and quick detection of parameter changes in stochastic systems	1998	Tze Leung Lai	4
+	Regression Shrinkage and Selection Via the Lasso	1996	Robert Tibshirani	3
+ PDF Chat	An Introduction to Multivariate Statistical Analysis	2004		3
+	Statistics for High-Dimensional Data: Methods, Theory and Applications	2011	Peter Bhlmann Sara van de Geer	3
+ PDF Chat	Sure Independence Screening for Ultrahigh Dimensional Feature Space	2008	Jianqing Fan Jinchi Lv	3
+	Foundational principles for large scale inference: Illustrations through correlation mining	2015	Alfred O. Hero Bala Rajaratnam	2
+	Revisiting Marginal Regression	2009	Christopher R. Genovese Jiashun Jin	2
+	General Asymptotic Bayesian Theory of Quickest Change Detection	2005	Alexander G. Tartakovsky Venugopal V. Veeravalli	2
+	On the existence of maximum likelihood estimates in logistic regression models	1984	A. Albert J. Anderson	2
+	A NEW PROCEDURE FOR ASSESSING LARGE SETS OF CORRELATIONS	1985	M. Cameron G. K. Eagleson	2
+ PDF Chat	“Preconditioning” for feature selection and regression in high-dimensional problems	2008	Debashis Paul Eric Bair Trevor Hastie Robert Tibshirani	2
+	On Optimum Methods in Quickest Detection Problems	1963	Albert N. Shiryaev	2
+	Complex elliptical distributions with application to shape analysis	2005	Athanasios C. Micheas Dipak K. Dey Kanti V. Mardia	2
+ PDF Chat	Decision Theoretic Optimality of the Cusum Procedure	1990	Ya’acov Ritov	2
+ PDF Chat	Sure independence screening in generalized linear models with NP-dimensionality	2010	Jianqing Fan Rui Song	2
+ PDF Chat	A Course in Functional Analysis.	1986	T. W. Gamelin John B. Conway	2
+	An Interior-Point Method for Large-Scale l 1 -Regularized Logistic Regression	2007	Kwangmoo Koh Seung-Jean Kim Stephen Boyd	2
+ PDF Chat	Multistage Adaptive Estimation of Sparse Signals	2013	Dennis Wei Alfred O. Hero	2
+ PDF Chat	Robust Linear Model Selection Based on Least Angle Regression	2007	Jafar A Khan Stefan Van Aelst Ruben H. Zamar	2
+	<i>Toeplitz Forms and Their Applications</i>	1958	Ulf Grenander Gábor Szegő Mark Kac	2
+	For most large underdetermined systems of linear equations the minimal 𝓁<sub>1</sub>‐norm solution is also the sparsest solution	2006	David L. Donoho	2
+ PDF Chat	Sparsity and incoherence in compressive sampling	2007	Emmanuel J. Candès Justin Romberg	2
+ PDF Chat	Support union recovery in high-dimensional multivariate regression	2010	Guillaume Obozinski Martin J. Wainwright Michael I. Jordan	2
+	Sharp Thresholds for High-Dimensional and Noisy Sparsity Recovery Using $\ell _{1}$-Constrained Quadratic Programming (Lasso)	2009	Martin J. Wainwright	2
+	Toeplitz and circulant matrices	1977	Robert M. Gray	2
+	A local dependence measure and its application to screening for high correlations in large data sets	2011	Kumar Sricharan Alfred O. Hero Bala Rajaratnam	2
+	A Comparative Framework for Preconditioned Lasso Algorithms	2013	Fabian L. Wauthier Nebojša Jojić Michael I. Jordan	2
+	On the convergence of an active-set method for ℓ<sub>1</sub>minimization	2011	Zaiwen Wen Wotao Yin Hongchao Zhang Donald Goldfarb	2
+ PDF Chat	Stable signal recovery from incomplete and inaccurate measurements	2006	Emmanuel J. Candès Justin Romberg Terence Tao	2
+	Elements of Distribution Theory	2005	Thomas A. Severini	2
+	Probability: Theory and Examples.	1992	Kathryn Prewitt Richard Durrett	2
+	Concise Formulas for the Area and Volume of a Hyperspherical Cap	2010	S. Li	2
+	Sequential Changepoint Detection in Quality Control and Dynamical Systems	1995	Tze Leung Lai	2
+	Performance Guarantees for Adaptive Estimation of Sparse Signals	2013	Dennis Wei Alfred O. Hero	2
+ PDF Chat	Universal sequential outlier hypothesis testing	2014	Yun Li Sirin Nitinawarat Venugopal V. Veeravalli	2
+	Nonlinear Programming	1995	Dimitri P. Bertsekas	2
+	Predictive Correlation Screening: Application to Two-stage Predictor Design in High Dimension	2013	Hamed Firouzi Bala Rajaratnam Alfred O. Hero	2