Ali Koochakzadeh

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All published works

Action	Title	Year	Authors
+	Sampling for Underdetermined Linear and Multilinear Inverse Problems: role of geometry and statistical priors	2020	Ali Koochakzadeh
+	Canonical Polyadic (CP) Decomposition of Structured Semi-Symmetric Fourth-Order Tensors	2019	Ali Koochakzadeh Piya Pal
+	On flattening of symmetric tensors and identification of latent factors	2019	Ali Koochakzadeh Piya Pal
+	Canonical Polyadic (CP) Decomposition of Structured Semi-Symmetric Fourth-Order Tensors	2019	Ali Koochakzadeh Piya Pal
+	Simplified Algorithms for Canonical Polyadic Decomposition for Over-Complete Even Order Tensors (Ongoing Work)	2018	Ali Koochakzadeh Piya Pal
+	Mixed Factor Structured Tensor Decomposition via Solving Quadratic Equations	2018	Ali Koochakzadeh Pulak Sarangi Piya Pal
+	On canonical polyadic decomposition of overcomplete tensors of arbitrary even order	2017	Ali Koochakzadeh Piya Pal
+	Spike localization in Zero Time of Echo (ZTE) magnetic resonance imaging	2017	Ali Koochakzadeh Piya Pal Eric T. Ahrens
+	Bilinear problems and sparse arrays	2017	Ali Koochakzadeh Piya Pal
+ PDF Chat	Successive Concave Sparsity Approximation for Compressed Sensing	2016	Mohammadreza Malek-Mohammadi Ali Koochakzadeh Massoud Babaie‐Zadeh Magnus Jansson Cristian R. Rojas
+	Performance and Robustness Analysis of Co-Prime and Nested Sampling	2016	Ali Koochakzadeh
+	Successive Concave Sparsity Approximation: Near-Oracle Performance in a Wide Range of Sparsity Levels.	2015	Mohammadreza Malek-Mohammadi Ali Koochakzadeh Massoud Babaie‐Zadeh Magnus Jansson Cristian R. Rojas
+ PDF Chat	DOA estimation in partially correlated noise using low-rank/sparse matrix decomposition	2014	Mohammadreza Malek-Mohammadi Magnus Jansson Arash Owrang Ali Koochakzadeh Massoud Babaie‐Zadeh

Common Coauthors

Coauthor	Papers Together
Piya Pal	8
Mohammadreza Malek-Mohammadi	3
Massoud Babaie‐Zadeh	3
Magnus Jansson	3
Cristian R. Rojas	2
Arash Owrang	1
Eric T. Ahrens	1
Pulak Sarangi	1

Commonly Cited References

Action	Title	Year	Authors	# of times referenced
+ PDF Chat	Symmetric Tensors and Symmetric Tensor Rank	2008	Pierre Comon Gene H. Golub Lek‐Heng Lim Bernard Mourrain	4
+	On canonical polyadic decomposition of overcomplete tensors of arbitrary even order	2017	Ali Koochakzadeh Piya Pal	4
+ PDF Chat	Square-root lasso: pivotal recovery of sparse signals via conic programming	2011	Alexandre Belloni Victor Chernozhukov Lei Wang	3
+ PDF Chat	Most Tensor Problems Are NP-Hard	2013	Christopher J. Hillar Lek‐Heng Lim	3
+	Symmetric tensor decomposition	2010	Jérôme Brachat Pierre Comon Bernard Mourrain Elias Tsigaridas	3
+ PDF Chat	Quantum State Tomography via Compressed Sensing	2010	David Groß Yi-Kai Liu Steven T. Flammia Stephen Becker Jens Eisert	2
+	Tensor decompositions, alternating least squares and other tales	2009	Pierre Comon Xavier Luciani André L. F. de Almeida	2
+	Jacobi Angles for Simultaneous Diagonalization	1996	J.-F. Cardoso Antoine Souloumiac	2
+	A Tutorial on MM Algorithms	2004	David R. Hunter Kenneth Lange	2
+ PDF Chat	A remark on Compressed Sensing	2007	Борис Сергеевич Кашин Vladimir Temlyakov	2
+	Optimization and Nonsmooth Analysis	1990	Frank H. Clarke	2
+ PDF Chat	Generalized approximate message passing for estimation with random linear mixing	2011	Sundeep Rangan	2
+	Analysis of Multi-stage Convex Relaxation for Sparse Regularization	2010	Tong Zhang	2
+ PDF Chat	Iterative log thresholding	2014	Dmitry Malioutov Aleksandr Y. Aravkin	2
+ PDF Chat	Compressed Genotyping	2010	Yaniv Erlich Assaf Gordon Michael Brand Gregory J. Hannon Partha P. Mitra	2
+	A General Theory of Concave Regularization for High-Dimensional Sparse Estimation Problems	2012	Cun‐Hui Zhang Tong Zhang	2
+	Tensor Decomposition for Signal Processing and Machine Learning	2017	Nicholas D. Sidiropoulos Lieven De Lathauwer Xiao Fu Kejun Huang Evangelos E. Papalexakis Christos Faloutsos	2
+	A semi-algebraic framework for approximate CP decompositions via simultaneous matrix diagonalizations (SECSI)	2013	Florian Roemer Martin Haardt	2
+	Exact Reconstruction of Sparse Signals via Nonconvex Minimization	2007	Rick Chartrand	2
+ PDF Chat	Iterative Concave Rank Approximation for Recovering Low-Rank Matrices	2014	Mohammadreza Malek-Mohammadi Massoud Babaie‐Zadeh Mikael Skoglund	2
+	Variable Selection via Nonconcave Penalized Likelihood and its Oracle Properties	2001	Jianqing Fan Runze Li	2
+	Learning Overcomplete Latent Variable Models through Tensor Methods	2015	Animashree Anandkumar Rong Ge Majid Janzamin	2
+	Multi-stage convex relaxation for feature selection	2013	Tong Zhang	2
+	Iterative hard thresholding for compressed sensing	2009	Thomas Blumensath Mike E. Davies	2
+ PDF Chat	Recovery of Low-Rank Matrices Under Affine Constraints via a Smoothed Rank Function	2014	Mohammadreza Malek-Mohammadi Massoud Babaie‐Zadeh Arash Amini Christian Jutten	2
+ PDF Chat	Compressed sensing imaging techniques for radio interferometry	2009	Yves Wiaux Laurent Jacques Gilles Puy Anna M. M. Scaife Pierre Vandergheynst	2
+	Optimal computational and statistical rates of convergence for sparse nonconvex learning problems	2014	Zhaoran Wang Han Liu Tong Zhang	2
+	Sparsest solutions of underdetermined linear systems via <mml:math xmlns:mml="http://www.w3.org/1998/Math/MathML" altimg="si1.gif" overflow="scroll"><mml:msub><mml:mi>ℓ</mml:mi><mml:mi>q</mml:mi></mml:msub></mml:math>-minimization for <mml:math xmlns:mml="http://www.w3.org/1998/Math/MathML" altimg="si2.gif" overflow="scroll"><mml:mn>0</mml:mn><mml:mo><</mml:mo><mml:mi>q</mml:mi><mml:mo>⩽</mml:mo><mml:mn>1</mml:mn></mml:math>	2008	Simon Foucart Ming‐Jun Lai	2
+ PDF Chat	The Dantzig selector: Statistical estimation when p is much larger than n	2007	Emmanuel J. Candès Terence Tao	2
+ PDF Chat	Noisy signal recovery via iterative reweighted L1-minimization	2009	Deanna Needell	2
+	Iterative Solution of Nonlinear Equations in Several Variables	2000	J. M. Ortega Werner C. Rheinboldt	2
+ PDF Chat	Compressed Sensing of Analog Signals in Shift-Invariant Spaces	2009	Yonina C. Eldar	2
+ PDF Chat	A Fast Approach for Overcomplete Sparse Decomposition Based on Smoothed $\ell ^{0}$ Norm	2008	Hosein Mohimani Massoud Babaie‐Zadeh Christian Jutten	2
+	A Fast Iterative Shrinkage-Thresholding Algorithm for Linear Inverse Problems	2009	Amir Beck Marc Teboulle	2
+ PDF Chat	Coherence-Based Performance Guarantees for Estimating a Sparse Vector Under Random Noise	2010	Zvika Ben-Haim Yonina C. Eldar Michael Elad	2
+	Tensor decompositions for learning latent variable models	2014	Animashree Anandkumar Rong Ge Daniel Hsu Sham M. Kakade Matus Telgarsky	2
+	Highly sparse representations from dictionaries are unique and independent of the sparseness measure	2006	Rémi Gribonval Morten Nielsen	2
+ PDF Chat	Enhancing Sparsity by Reweighted ℓ 1 Minimization	2008	Emmanuel J. Candès Michael B. Wakin Stephen Boyd	2
+	PARAFAC. Tutorial and applications	1997	Rasmus Bro	2
+ PDF Chat	Simultaneous analysis of Lasso and Dantzig selector	2009	Peter J. Bickel Ya’acov Ritov Alexandre B. Tsybakov	2
+ PDF Chat	Proximal Splitting Methods in Signal Processing	2011	Patrick L. Combettes Jean‐Christophe Pesquet	2
+ PDF Chat	On the Stable Recovery of the Sparsest Overcomplete Representations in Presence of Noise	2010	Massoud Babaie‐Zadeh Christian Jutten	2
+ PDF Chat	Nearly unbiased variable selection under minimax concave penalty	2010	Cun‐Hui Zhang	2
+ PDF Chat	High-Resolution Radar via Compressed Sensing	2009	M.A. Herman Thomas Strohmer	2
+	Subset Selection in Regression	2002	Alan Miller	1
+	Multivariate Statistics: A Vector Space Approach.	1985	Leon Jay Gleser Morris L. Eaton	1
+	SDPT3 — A Matlab software package for semidefinite programming, Version 1.3	1999	Kim-Chuan Toh Michael J. Todd Reha Tütüncü	1
+	An Introduction to Numerical Analysis	1990	F. S. Kendall Atkinson	1
+ PDF Chat	A Multilinear Singular Value Decomposition	2000	Lieven De Lathauwer Bart De Moor Joos Vandewalle	1
+	Tensor Decompositions and Applications	2009	Tamara G. Kolda Brett W. Bader	1