Shoham Sabach

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All published works

Action	Title	Year	Authors
+ PDF Chat	A Proximal Operator for Inducing 2:4-Sparsity	2025	Jonas M. Kübler Yu-Xiang Wang Shoham Sabach Navid Ansari Matthäus Kleindeßner Kailash Budhathoki Volkan Cevher George Karypis
+ PDF Chat	Comparing Few to Rank Many: Active Human Preference Learning using Randomized Frank-Wolfe	2024	Kiran Koshy Thekumparampil Gaurush Hiranandani Kousha Kalantari Shoham Sabach Branislav Kveton
+ PDF Chat	A Fast Algorithm for Convex Composite Bi-Level Optimization	2024	Roey Merchav Shoham Sabach Marc Teboulle
+ PDF Chat	Learning the Target Network in Function Space	2024	Kavosh Asadi Yao Liu Shoham Sabach Ming Yin Rasool Fakoor
+	Krylov Cubic Regularized Newton: A Subspace Second-Order Method with Dimension-Free Convergence Rate	2024	Ruichen Jiang Parameswaran Raman Shoham Sabach Aryan Mokhtari Mingyi Hong Volkan Cevher
+	MADA: Meta-Adaptive Optimizers through hyper-gradient Descent	2024	Kaan Ozkara Can Karakus Parameswaran Raman Mingyi Hong Shoham Sabach Branislav Kveton Volkan Cevher
+ PDF Chat	Convex Bi-level Optimization Problems with Nonsmooth Outer Objective Function	2023	Roey Merchav Shoham Sabach
+	A semi-Bregman proximal alternating method for a class of nonconvex problems: local and global convergence analysis	2023	Eyal Cohen D. Lüke Titus Pinţa Shoham Sabach Marc Teboulle
+	Nested Alternating Minimization with FISTA for Non-convex and Non-smooth Optimization Problems	2023	Eyal Gur Shoham Sabach Shimrit Shtern
+	Direct, Fast and Convergent Solvers for the Non-Convex and Non-Smooth Tdoa Localization Problem	2023	Eyal Gur Alon Amar Shoham Sabach
+	TD Convergence: An Optimization Perspective	2023	Kavosh Asadi Shoham Sabach Yao Liu Omer Gottesman Rasool Fakoor
+	Resetting the Optimizer in Deep RL: An Empirical Study	2023	Kavosh Asadi Rasool Fakoor Shoham Sabach
+	Convex Bi-Level Optimization Problems with Non-smooth Outer Objective Function	2023	Roey Merchav Shoham Sabach
+	TAIL: Task-specific Adapters for Imitation Learning with Large Pretrained Models	2023	Zuxin Liu Jesse Zhang Kavosh Asadi Yao Liu Ding Zhao Shoham Sabach Rasool Fakoor
+	Convergent Nested Alternating Minimization Algorithms for Nonconvex Optimization Problems	2022	Eyal Gur Shoham Sabach Shimrit Shtern
+ PDF Chat	Faster Lagrangian-Based Methods in Convex Optimization	2022	Shoham Sabach Marc Teboulle
+ PDF Chat	Non-Euclidean proximal methods for convex-concave saddle-point problems	2021	Eyal Cohen Shoham Sabach Marc Teboulle
+	Faster Lagrangian-Based Methods in Convex Optimization.	2020	Shoham Sabach Marc Teboulle
+ PDF Chat	Non-Convex Split Feasibility Problems: Models, Algorithms and Theory	2020	Aviv Gibali Shoham Sabach Sergey Voldman
+	Non-Convex Split Feasibility Problems: Models, Algorithms and Theory	2020	Aviv Gibali Shoham Sabach Sergey Voldman
+	Stochastic proximal linear method for structured non-convex problems	2020	Tamir Hazan Shoham Sabach Sergey Voldman
+ PDF Chat	Convex-Concave Backtracking for Inertial Bregman Proximal Gradient Algorithms in Nonconvex Optimization	2020	Mahesh Chandra Mukkamala Peter Ochs Thomas Pock Shoham Sabach
+ PDF Chat	Alternating Minimization Based First-Order Method for the Wireless Sensor Network Localization Problem	2020	Eyal Gur Shoham Sabach Shimrit Shtern
+	Faster Lagrangian-Based Methods in Convex Optimization	2020	Shoham Sabach Marc Teboulle
+	Non-Convex Split Feasibility Problems: Models, Algorithms and Theory	2020	Aviv Gibali Shoham Sabach Sergey Voldman
+ PDF Chat	Improved complexities of conditional gradient-type methods with applications to robust matrix recovery problems	2019	Dan Garber Atara Kaplan Shoham Sabach
+	Convex-Concave Backtracking for Inertial Bregman Proximal Gradient Algorithms in Non-Convex Optimization	2019	Mahesh Chandra Mukkamala Peter Ochs Thomas Pock Shoham Sabach
+	Lagrangian methods for composite optimization	2019	Shoham Sabach Marc Teboulle
+ PDF Chat	Optimization on Spheres: Models and Proximal Algorithms with Computational Performance Comparisons	2019	D. Lüke Shoham Sabach Marc Teboulle
+	Convex-Concave Backtracking for Inertial Bregman Proximal Gradient Algorithms in Non-Convex Optimization	2019	Mahesh Chandra Mukkamala Peter Ochs Thomas Pock Shoham Sabach
+ PDF Chat	Nonconvex Lagrangian-Based Optimization: Monitoring Schemes and Global Convergence	2018	Jérôme Bolte Shoham Sabach Marc Teboulle
+	Fast Generalized Conditional Gradient Method with Applications to Matrix Recovery Problems.	2018	Dan Garber Shoham Sabach Atara Kaplan
+	Nonconvex Lagrangian-Based Optimization: Monitoring Schemes and Global Convergence	2018	Jérôme Bolte Shoham Sabach Marc Teboulle
+ 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
+	Improved Complexities of Conditional Gradient-Type Methods with Applications to Robust Matrix Recovery Problems	2018	Dan Garber Shoham Sabach Atara Kaplan
+	Nonconvex Lagrangian-Based Optimization: Monitoring Schemes and Global Convergence	2018	Jérôme Bolte Shoham Sabach Marc Teboulle
+ PDF Chat	On Fienup Methods for Sparse Phase Retrieval	2017	Edouard Pauwels Amir Beck Yonina C. Eldar Shoham Sabach
+	A simple globally convergent algorithm for the nonsmooth nonconvex single source localization problem	2017	D. Lüke Shoham Sabach Marc Teboulle Kobi Zatlawey
+	First Order Methods beyond Convexity and Lipschitz Gradient Continuity with Applications to Quadratic Inverse Problems	2017	Jérôme Bolte Shoham Sabach Marc Teboulle Yakov Vaisbourd
+	A First Order Method for Solving Convex Bi-Level Optimization Problems	2017	Shoham Sabach Shimrit Shtern
+	Primal and dual predicted decrease approximation methods	2017	Amir Beck Edouard Pauwels Shoham Sabach
+ PDF Chat	A First Order Method for Solving Convex Bilevel Optimization Problems	2017	Shoham Sabach Shimrit Shtern
+	A First Order Method for Solving Convex Bi-Level Optimization Problems	2017	Shoham Sabach Shimrit Shtern
+	First Order Methods beyond Convexity and Lipschitz Gradient Continuity with Applications to Quadratic Inverse Problems	2017	Jérôme Bolte Shoham Sabach Marc Teboulle Yakov Vaisbourd
+	An Alternating Semiproximal Method for Nonconvex Regularized Structured Total Least Squares Problems	2016	Amir Beck Shoham Sabach Marc Teboulle
+ PDF Chat	Inertial Proximal Alternating Linearized Minimization (iPALM) for Nonconvex and Nonsmooth Problems	2016	Thomas Pock Shoham Sabach
+	The Cyclic Block Conditional Gradient Method for Convex Optimization Problems	2015	Amir Beck Edouard Pauwels Shoham Sabach
+	A simple algorithm for a class of nonsmooth convex–concave saddle-point problems	2015	Yoel Drori Shoham Sabach Marc Teboulle
+ PDF Chat	Proximal Heterogeneous Block Implicit-Explicit Method and Application to Blind Ptychographic Diffraction Imaging	2015	Robert Hesse D. Lüke Shoham Sabach Matthew K. Tam
+ PDF Chat	The Cyclic Block Conditional Gradient Method for Convex Optimization Problems	2015	Amir Beck Edouard Pauwels Shoham Sabach
+	The Cyclic Block Conditional Gradient Method for Convex Optimization Problems	2015	Amir Beck Edouard Pauwels Shoham Sabach
+	Weiszfeld’s Method: Old and New Results	2014	Amir Beck Shoham Sabach
+	Proximal Heterogeneous Block Input-Output Method and application to Blind Ptychographic Diffraction Imaging	2014	Robert Hesse D. Lüke Shoham Sabach Matthew K. Tam
+	A first order method for finding minimal norm-like solutions of convex optimization problems	2013	Amir Beck Shoham Sabach
+	Proximal alternating linearized minimization for nonconvex and nonsmooth problems	2013	Jérôme Bolte Shoham Sabach Marc Teboulle
+ PDF Chat	Existence and Approximation of Fixed Points of Right Bregman Nonexpansive Operators	2013	Victoria Martín-Márquez Simeon Reich Shoham Sabach
+	Bregman strongly nonexpansive operators in reflexive Banach spaces	2012	Victoria Martín-Márquez Simeon Reich Shoham Sabach
+	Iterative methods for approximating fixed points of Bregman nonexpansive operators	2012	Victoria Martín-Márquez Simeon Reich Shoham Sabach
+	An improved ellipsoid method for solving convex differentiable optimization problems	2012	Amir Beck Shoham Sabach
+ PDF Chat	Right Bregman nonexpansive operators in Banach spaces	2012	Victoria Martín-Márquez Simeon Reich Shoham Sabach
+	A Generalized Univariate Newton Method Motivated by Proximal Regularization	2012	Regina S. Burachik C. Yalçın Kaya Shoham Sabach
+	Products of Finitely Many Resolvents of Maximal Monotone Mappings in Reflexive Banach Spaces	2011	Shoham Sabach
+	Iterative Methods for Solving Systems of Variational Inequalities in Reflexive Banach Spaces	2011	G. Kassay Simeon Reich Shoham Sabach
+	Existence and Approximation of Fixed Points of Bregman Firmly Nonexpansive Mappings in Reflexive Banach Spaces	2011	Simeon Reich Shoham Sabach
+	A projection method for solving nonlinear problems in reflexive Banach spaces	2010	Simeon Reich Shoham Sabach
+	Two strong convergence theorems for Bregman strongly nonexpansive operators in reflexive Banach spaces	2010	Simeon Reich Shoham Sabach
+	Two Strong Convergence Theorems for a Proximal Method in Reflexive Banach Spaces	2010	Simeon Reich Shoham Sabach
+	A Mosco stability theorem for the generalized proximal mapping	2010	Dan Butnariu Elena Resmerita Shoham Sabach

Common Coauthors

Coauthor	Papers Together
Marc Teboulle	18
Amir Beck	9
Simeon Reich	9
Jérôme Bolte	7
Shimrit Shtern	6
D. Lüke	5
Sergey Voldman	4
Kavosh Asadi	4
Rasool Fakoor	4
Thomas Pock	4
Victoria Martín-Márquez	4
Dan Garber	3
Roey Merchav	3
Aviv Gibali	3
Edouard Pauwels	3
Yakov Vaisbourd	3
Mahesh Chandra Mukkamala	3
Atara Kaplan	3
Volkan Cevher	3
Eyal Gur	3
Matthew K. Tam	2
Parameswaran Raman	2
Branislav Kveton	2
Edouard Pauwels	2
Robert Hesse	2
Peter Ochs	2
Mingyi Hong	2
Yao Liu	2
Eyal Cohen	2
G. Kassay	1
Titus Pinţa	1
Ming Yin	1
Tamir Hazan	1
Jesse Zhang	1
Kailash Budhathoki	1
Kaan Ozkara	1
Dan Butnariu	1
Can Karakus	1
Elena Resmerita	1
Regina S. Burachik	1
C. Yalçın Kaya	1
Gaurush Hiranandani	1
Aryan Mokhtari	1
Peter Ochs	1
George Karypis	1
Jonas M. Kübler	1
Ruichen Jiang	1
Alon Amar	1
Matthäus Kleindeßner	1
Yonina C. Eldar	1

Commonly Cited References

Action	Title	Year	Authors	# of times referenced
+	Proximal alternating linearized minimization for nonconvex and nonsmooth problems	2013	Jérôme Bolte Shoham Sabach Marc Teboulle	20
+	A Fast Iterative Shrinkage-Thresholding Algorithm for Linear Inverse Problems	2009	Amir Beck Marc Teboulle	20
+	The Łojasiewicz Inequality for Nonsmooth Subanalytic Functions with Applications to Subgradient Dynamical Systems	2007	Jérôme Bolte Aris Daniilidis Adrian S. Lewis	18
+	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	17
+	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	16
+ PDF Chat	On the convergence of the proximal algorithm for nonsmooth functions involving analytic features	2007	Hédy Attouch Jérôme Bolte	15
+ PDF Chat	On gradients of functions definable in o-minimal structures	1998	Krzysztof Kurdyka	14
+ PDF Chat	Proximité et dualité dans un espace hilbertien	1965	Jean Jacques Moreau	13
+	An iterative row-action method for interval convex programming	1981	Yair Censor Arnold Lent	12
+	Legendre functions and the method of random Bregman projections	1997	Heinz H. Bauschke Jonathan M. Borwein	11
+ PDF Chat	Proximal Alternating Minimization and Projection Methods for Nonconvex Problems: An Approach Based on the Kurdyka-Łojasiewicz Inequality	2010	Hédy Attouch Jérôme Bolte Patrick Redont Antoine Soubeyran	11
+	Totally Convex Functions for Fixed Points Computation and Infinite Dimensional Optimization	2000	Dan Butnariu Alfredo N. Iusem	10
+ PDF Chat	Bregman Monotone Optimization Algorithms	2003	Heinz H. Bauschke Jonathan M. Borwein Patrick L. Combettes	10
+ PDF Chat	Characterizations of Łojasiewicz inequalities: Subgradient flows, talweg, convexity	2009	Jérôme Bolte Aris Daniilidis Olivier Ley Laurent Mazet	10
+ PDF Chat	ESSENTIAL SMOOTHNESS, ESSENTIAL STRICT CONVEXITY, AND LEGENDRE FUNCTIONS IN BANACH SPACES	2001	Heinz H. Bauschke Jonathan M. Borwein Patrick L. Combettes	10
+ PDF Chat	Bregman distances, totally convex functions, and a method for solving operator equations in Banach spaces	2006	Dan Butnariu Elena Resmerita	10
+	None	1997	Dan Butnariu Yair Censor Simeon Reich	10
+	Convex Analysis and Monotone Operator Theory in Hilbert Spaces	2017	Heinz H. Bauschke Patrick L. Combettes	9
+	Rate of Convergence Analysis of Decomposition Methods Based on the Proximal Method of Multipliers for Convex Minimization	2014	Ron Shefi Marc Teboulle	8
+	Perturbation Analysis of Optimization Problems	2000	J. Frédéric Bonnans Alexander Shapiro	8
+	Interior Gradient and Proximal Methods for Convex and Conic Optimization	2006	A. Auslender Marc Teboulle	8
+	Convergence Analysis of a Proximal-Like Minimization Algorithm Using Bregman Functions	1993	Gong Chen Marc Teboulle	7
+	Nonlinear Programming	1995	Dimitri P. Bertsekas	7
+	Monotone Operators and the Proximal Point Algorithm	1976	R. T. Rockafellar	7
+	On Total Convexity, Bregman Projections and Stability in Banach Spaces	2004	Elena Resmerita	7
+ 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	7
+	Convex Analysis and Monotone Operator Theory in Hilbert Spaces	2011	Heinz H. Bauschke Patrick L. Combettes	7
+	Two Strong Convergence Theorems for a Proximal Method in Reflexive Banach Spaces	2010	Simeon Reich Shoham Sabach	6
+	Uniform Convexity, Hyperbolic Geometry, and Nonexpansive Mappings	1984	Kazimierz Goebel Simeon Reich	6
+ PDF Chat	Inertial Proximal Alternating Linearized Minimization (iPALM) for Nonconvex and Nonsmooth Problems	2016	Thomas Pock Shoham Sabach	6
+	A simplified view of first order methods for optimization	2018	Marc Teboulle	6
+ PDF Chat	A Proximal-Projection Method for Finding Zeros of Set-Valued Operators	2008	Dan Butnariu G. Kassay	6
+	Splitting Algorithms for the Sum of Two Nonlinear Operators	1979	Pierre‐Louis Lions Bertrand Mercier	6
+	Variational Analysis	1998	R. T. Rockafellar Roger J.‐B. Wets	6
+	Two strong convergence theorems for Bregman strongly nonexpansive operators in reflexive Banach spaces	2010	Simeon Reich Shoham Sabach	6
+	A primer of nonlinear analysis	1993	Antonio Ambrosetti G. A. Prodi	6
+	Proximal minimization algorithm withD-functions	1992	Yair Censor Stavros A. Zenios	6
+ PDF Chat	iPiano: Inertial Proximal Algorithm for Nonconvex Optimization	2014	Peter Ochs Yunjin Chen Thomas Brox Thomas Pock	6
+	Signal Recovery by Proximal Forward-Backward Splitting	2005	Patrick L. Combettes Valérie R. Wajs	6
+	Nonlinear Proximal Point Algorithms Using Bregman Functions, with Applications to Convex Programming	1993	Jonathan Eckstein	6
+	Augmented Lagrangians and Applications of the Proximal Point Algorithm in Convex Programming	1976	R. T. Rockafellar	6
+	Theory and applications of nonlinear operators of accretive and monotone type	1996	Athanassios G. Kartsatos	6
+	First-Order Methods in Optimization	2017	Amir Beck	5
+	Construction of best Bregman approximations in reflexive Banach spaces	2003	Heinz H. Bauschke Patrick L. Combettes	5
+	Ergodic convergence to a zero of the sum of monotone operators in Hilbert space	1979	Gregory B. Passty	5
+ PDF Chat	A Descent Lemma Beyond Lipschitz Gradient Continuity: First-Order Methods Revisited and Applications	2016	Heinz H. Bauschke Jérôme Bolte Marc Teboulle	5
+	On the $O(1/n)$ Convergence Rate of the Douglas–Rachford Alternating Direction Method	2012	Bingsheng He Xiaoming Yuan	5
+ PDF Chat	Clarke Subgradients of Stratifiable Functions	2007	Jérôme Bolte Aris Daniilidis Adrian S. Lewis Masahiro Shiota	5
+	Gradient-based algorithms with applications to signal-recovery problems	2009	Amir Beck Marc Teboulle	5
+	Entropic Proximal Mappings with Applications to Nonlinear Programming	1992	Marc Teboulle	5