Yakov Vaisbourd

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All published works

Action	Title	Year	Authors
+ PDF Chat	Maximum entropy on the mean and the Cramér rate function in statistical estimation and inverse problems: properties, models, and algorithms	2025	Yakov Vaisbourd Rustum Choksi Ariel Goodwin Tim Hoheisel Carola‐Bibiane Schönlieb
+	An elementary approach to tight worst case complexity analysis of gradient based methods	2022	Marc Teboulle Yakov Vaisbourd
+	Maximum Entropy on the Mean and the Cramér Rate Function in Statistical Estimation and Inverse Problems: Properties, Models, and Algorithms	2022	Yakov Vaisbourd Rustum Choksi Ariel Goodwin Tim Hoheisel Carola‐Bibiane Schönlieb
+	Globally Solving the Trust Region Subproblem Using Simple First-Order Methods	2018	Amir Beck Yakov Vaisbourd
+ PDF Chat	First Order Methods Beyond Convexity and Lipschitz Gradient Continuity with Applications to Quadratic Inverse Problems	2018	Jérôme Bolte Shoham Sabach Marc Teboulle Yakov Vaisbourd
+	First Order Methods beyond Convexity and Lipschitz Gradient Continuity with Applications to Quadratic Inverse Problems	2017	Jérôme Bolte Shoham Sabach Marc Teboulle Yakov Vaisbourd
+	First Order Methods beyond Convexity and Lipschitz Gradient Continuity with Applications to Quadratic Inverse Problems	2017	Jérôme Bolte Shoham Sabach Marc Teboulle Yakov Vaisbourd
+ PDF Chat	The Sparse Principal Component Analysis Problem: Optimality Conditions and Algorithms	2016	Amir Beck Yakov Vaisbourd
+	Rate of convergence analysis of dual-based variables decomposition methods for strongly convex problems	2015	Amir Beck Luba Tetruashvili Yakov Vaisbourd Ariel Shemtov
+	The Sparse PCA Problem: Optimality Conditions and Algorithms	2015	Amir Beck Yakov Vaisbourd
+	The Sparse Principal Component Analysis Problem: Optimality Conditions and Algorithms	2015	Amir Beck Yakov Vaisbourd
+	The Sparse Principal Component Analysis Problem: Optimality Conditions and Algorithms	2015	Amir Beck Yakov Vaisbourd

Common Coauthors

Coauthor	Papers Together
Amir Beck	6
Marc Teboulle	4
Jérôme Bolte	3
Shoham Sabach	3
Tim Hoheisel	2
Carola‐Bibiane Schönlieb	2
Rustum Choksi	2
Ariel Goodwin	2
Luba Tetruashvili	1
Ariel Shemtov	1

Commonly Cited References

Action	Title	Year	Authors	# of times referenced
+	Conditional Gradient Algorithmsfor Rank-One Matrix Approximations with a Sparsity Constraint	2013	Ronny Luss Marc Teboulle	6
+ PDF Chat	Sparsity Constrained Nonlinear Optimization: Optimality Conditions and Algorithms	2013	Amir Beck Yonina C. Eldar	5
+ PDF Chat	Proximité et dualité dans un espace hilbertien	1965	Jean Jacques Moreau	3
+ PDF Chat	A Descent Lemma Beyond Lipschitz Gradient Continuity: First-Order Methods Revisited and Applications	2016	Heinz H. Bauschke Jérôme Bolte Marc Teboulle	3
+	Loading and correlations in the interpretation of principle compenents	1995	Jorge Cadima Ian T. Jolliffe	3
+	Proximal alternating linearized minimization for nonconvex and nonsmooth problems	2013	Jérôme Bolte Shoham Sabach Marc Teboulle	3
+	First-Order Methods in Optimization	2017	Amir Beck	3
+	The relaxation method of finding the common point of convex sets and its application to the solution of problems in convex programming	1967	L.M. Bregman	3
+	Convergence of descent methods for semi-algebraic and tame problems: proximal algorithms, forward–backward splitting, and regularized Gauss–Seidel methods	2011	Hédy Attouch Jérôme Bolte B. F. Svaiter	3
+	Signal Recovery by Proximal Forward-Backward Splitting	2005	Patrick L. Combettes Valérie R. Wajs	3
+	Generalized power method for sparse principal component analysis	2008	Michel Journée Yurii Nesterov Peter Richtárik Rodolphe Sepulchre	3
+	A Fast Iterative Shrinkage-Thresholding Algorithm for Linear Inverse Problems	2009	Amir Beck Marc Teboulle	3
+	Regression Shrinkage and Selection Via the Lasso	1996	Robert Tibshirani	3
+ PDF Chat	Identifying small mean-reverting portfolios	2010	Alexandre d’Aspremont	3
+	Interior Gradient and Proximal Methods for Convex and Conic Optimization	2006	A. Auslender Marc Teboulle	3
+ PDF Chat	A majorization-minimization approach to the sparse generalized eigenvalue problem	2010	Bharath K. Sriperumbudur David A. Torres Gert Lanckriet	3
+	On the Minimization Over Sparse Symmetric Sets: Projections, Optimality Conditions, and Algorithms	2015	Amir Beck Nadav Hallak	2
+	The Łojasiewicz Inequality for Nonsmooth Subanalytic Functions with Applications to Subgradient Dynamical Systems	2007	Jérôme Bolte Aris Daniilidis Adrian S. Lewis	2
+ PDF Chat	Forward-Backward Splitting with Bregman Distances	2017	Quang Van Nguyen	2
+	Nonlinear Proximal Point Algorithms Using Bregman Functions, with Applications to Convex Programming	1993	Jonathan Eckstein	2
+	Entropic Proximal Mappings with Applications to Nonlinear Programming	1992	Marc Teboulle	2
+	Principal Component Analysis	2005	Ian T. Jolliffe	2
+ PDF Chat	A Direct Formulation for Sparse PCA Using Semidefinite Programming	2007	Alexandre d’Aspremont Laurent El Ghaoui Michael I. Jordan Gert Lanckriet	2
+ PDF Chat	A Modified Principal Component Technique Based on the LASSO	2003	Ian T. Jolliffe Nickolay T. Trendafilov Mudassir Uddin	2
+	Convergence Analysis of a Proximal-Like Minimization Algorithm Using Bregman Functions	1993	Gong Chen Marc Teboulle	2
+ PDF Chat	On the convergence of the proximal algorithm for nonsmooth functions involving analytic features	2007	Hédy Attouch Jérôme Bolte	2
+ PDF Chat	Characterizations of Łojasiewicz inequalities: Subgradient flows, talweg, convexity	2009	Jérôme Bolte Aris Daniilidis Olivier Ley Laurent Mazet	2
+	Proximal minimization algorithm withD-functions	1992	Yair Censor Stavros A. Zenios	2
+ PDF Chat	A New Matrix-Free Algorithm for the Large-Scale Trust-Region Subproblem	2001	Marielba Rojas Sandra A. Santos Danny C. Sorensen	1
+ PDF Chat	Solving the Trust-Region Subproblem using the Lanczos Method	1999	Nicholas I. M. Gould Stefano Lucidi Massimo Roma Philippe L. Toint	1
+ PDF Chat	Incremental proximal methods for large scale convex optimization	2011	Dimitri P. Bertsekas	1
+ PDF Chat	Computing a Trust Region Step	1983	Jorge J. Morè D. C. Sorensen	1
+	Minimization of a Large-Scale Quadratic FunctionSubject to a Spherical Constraint	1997	D. C. Sorensen	1
+	A Generalized Proximal Point Algorithm for the Variational Inequality Problem in a Hilbert Space	1998	Regina S. Burachik Alfredo N. Iusem	1
+	On the Convergence of Alternating Minimization for Convex Programming with Applications to Iteratively Reweighted Least Squares and Decomposition Schemes	2015	Amir Beck	1
+	A fast dual proximal gradient algorithm for convex minimization and applications	2013	Amir Beck Marc Teboulle	1
+	Hidden convexity in some nonconvex quadratically constrained quadratic programming	1996	Aharon Ben‐Tal Marc Teboulle	1
+	Iterative Solution of Nonlinear Equations in Several Variables	2000	J. M. Ortega Werner C. Rheinboldt	1
+ PDF Chat	A First-Order Primal-Dual Algorithm for Convex Problems with Applications to Imaging	2010	Antonin Chambolle Thomas Pock	1
+	Error bounds and convergence analysis of feasible descent methods: a general approach	1993	Zhi-Quan Luo Paul Tseng	1
+ PDF Chat	Efficiency of Coordinate Descent Methods on Huge-Scale Optimization Problems	2012	Yu. Nesterov	1
+ PDF Chat	Accelerating the LSTRS Algorithm	2011	Jörg Lampe M. Rojas D. C. Sorensen Heinrich Voß	1
+	On the Convergence of the Proximal Point Algorithm for Convex Minimization	1991	Osman Güler	1
+ PDF Chat	Iteration complexity of randomized block-coordinate descent methods for minimizing a composite function	2012	Peter Richtárik Martin Takáč	1
+	Principal Component Analysis	1988	Colin Goodall Ian T. Jolliffe	1
+	Iterative Methods for Finding a Trust-region Step	2009	Jennifer B. Erway Philip E. Gill Joshua Griffin	1
+ PDF Chat	On the ergodic convergence rates of a first-order primal–dual algorithm	2015	Antonin Chambolle Thomas Pock	1
+	Gradient-based algorithms with applications to signal-recovery problems	2009	Amir Beck Marc Teboulle	1
+	Global convergence of a proximal linearized algorithm for difference of convex functions	2015	João Carlos O. Souza Paulo Roberto Oliveira Antoine Soubeyran	1
+ PDF Chat	A Second-Order Cone Based Approach for Solving the Trust-Region Subproblem and Its Variants	2017	Nam Ho-Nguyen Fatma Kılınç-Karzan	1