Hédy Attouch

Publication Activity (10 Years)

Years Active: 1993-2024
Publications (10 Years): 19

Top Topics

Convergence Rate

Computationally Expensive

Convex Minimization

Convergence Property

Top Venues

J. Optim. Theory Appl.

Publications

Hédy Attouch, Szilárd Csaba László
Convex optimization via inertial algorithms with vanishing Tikhonov regularization: fast convergence to the minimum norm solution. Math. Methods Oper. Res. 99 (3) (2024)
Camille Castera, Hédy Attouch, Jalal Fadili, Peter Ochs
Continuous Newton-like Methods Featuring Inertia and Variable Mass. SIAM J. Optim. 34 (1) (2024)
Samir Adly, Hédy Attouch, Manh Hung Le
First order inertial optimization algorithms with threshold effects associated with dry friction. Comput. Optim. Appl. 86 (3) (2023)
Samir Adly, Hédy Attouch, Van Nam Vo
Convergence of Inertial Dynamics Driven by Sums of Potential and Nonpotential Operators with Implicit Newton-Like Damping. J. Optim. Theory Appl. 198 (1) (2023)
Hédy Attouch, Zaki Chbani, Jalal Fadili, Hassan Riahi
First-order optimization algorithms via inertial systems with Hessian driven damping. Math. Program. 193 (1) (2022)
Hédy Attouch, Zaki Chbani, Jalal Fadili, Hassan Riahi
Fast Convergence of Dynamical ADMM via Time Scaling of Damped Inertial Dynamics. J. Optim. Theory Appl. 193 (1) (2022)
Hédy Attouch, Jalal Fadili
From the Ravine Method to the Nesterov Method and Vice Versa: A Dynamical System Perspective. SIAM J. Optim. 32 (3) (2022)
Samir Adly, Hédy Attouch
First-order inertial algorithms involving dry friction damping. Math. Program. 193 (1) (2022)
Hédy Attouch, Jalal Fadili
From the Ravine method to the Nesterov method and vice versa: a dynamical system perspective. CoRR (2022)
Hédy Attouch, Szilárd Csaba László
Newton-like Inertial Dynamics and Proximal Algorithms Governed by Maximally Monotone Operators. SIAM J. Optim. 30 (4) (2020)
Samir Adly, Hédy Attouch
Finite Convergence of Proximal-Gradient Inertial Algorithms Combining Dry Friction with Hessian-Driven Damping. SIAM J. Optim. 30 (3) (2020)
Hédy Attouch, Alexandre Cabot
Convergence of a relaxed inertial proximal algorithm for maximally monotone operators. Math. Program. 184 (1) (2020)
Hédy Attouch, Zaki Chbani, Hassan Riahi
Fast Proximal Methods via Time Scaling of Damped Inertial Dynamics. SIAM J. Optim. 29 (3) (2019)
Hédy Attouch, Juan Peypouquet
Convergence of inertial dynamics and proximal algorithms governed by maximally monotone operators. Math. Program. 174 (1-2) (2019)
Hédy Attouch, Zaki Chbani, Juan Peypouquet, Patrick Redont
Fast convergence of inertial dynamics and algorithms with asymptotic vanishing viscosity. Math. Program. 168 (1-2) (2018)
Hédy Attouch, Alexandre Cabot
Convergence Rates of Inertial Forward-Backward Algorithms. SIAM J. Optim. 28 (1) (2018)
Hédy Attouch, Alexandre Cabot, Zaki Chbani, Hassan Riahi
Inertial Forward-Backward Algorithms with Perturbations: Application to Tikhonov Regularization. J. Optim. Theory Appl. 179 (1) (2018)
Hédy Attouch, Luis M. Briceño-Arias, Patrick L. Combettes
A strongly convergent primal-dual method for nonoverlapping domain decomposition. Numerische Mathematik 133 (3) (2016)
Hédy Attouch, Juan Peypouquet
. SIAM J. Optim. 26 (3) (2016)
B. Abbas, Hédy Attouch, Benar Fux Svaiter
Newton-Like Dynamics and Forward-Backward Methods for Structured Monotone Inclusions in Hilbert Spaces. J. Optim. Theory Appl. 161 (2) (2014)
Hédy Attouch, Juan Peypouquet, Patrick Redont
A Dynamical Approach to an Inertial Forward-Backward Algorithm for Convex Minimization. SIAM J. Optim. 24 (1) (2014)
Hédy Attouch, Patrick Redont, Benar Fux Svaiter
Global Convergence of a Closed-Loop Regularized Newton Method for Solving Monotone Inclusions in Hilbert Spaces. J. Optim. Theory Appl. 157 (3) (2013)
Hédy Attouch, Jérôme Bolte, Benar Fux Svaiter
Convergence of descent methods for semi-algebraic and tame problems: proximal algorithms, forward-backward splitting, and regularized Gauss-Seidel methods. Math. Program. 137 (1-2) (2013)
Hédy Attouch, Benar Fux Svaiter
A Continuous Dynamical Newton-Like Approach to Solving Monotone Inclusions. SIAM J. Control. Optim. 49 (2) (2011)
Hédy Attouch, Marc-Olivier Czarnecki, Juan Peypouquet
Coupling Forward-Backward with Penalty Schemes and Parallel Splitting for Constrained Variational Inequalities. SIAM J. Optim. 21 (4) (2011)
Hédy Attouch, Marc-Olivier Czarnecki, Juan Peypouquet
Prox-Penalization and Splitting Methods for Constrained Variational Problems. SIAM J. Optim. 21 (1) (2011)
Hédy Attouch, Jérôme Bolte, Patrick Redont, Antoine Soubeyran
Proximal Alternating Minimization and Projection Methods for Nonconvex Problems: An Approach Based on the Kurdyka-Lojasiewicz Inequality. Math. Oper. Res. 35 (2) (2010)
Hédy Attouch, Luis M. Briceño-Arias, Patrick L. Combettes
A Parallel Splitting Method for Coupled Monotone Inclusions. SIAM J. Control. Optim. 48 (5) (2010)
Hédy Attouch, Roberto Cominetti, Marc Teboulle
Foreword: Special issue on nonlinear convex optimization and variational inequalities. Math. Program. 116 (1-2) (2009)
Hédy Attouch, Jérôme Bolte
On the convergence of the proximal algorithm for nonsmooth functions involving analytic features. Math. Program. 116 (1-2) (2009)
Hédy Attouch, Patrick Redont, Antoine Soubeyran
A New Class of Alternating Proximal Minimization Algorithms with Costs-to-Move. SIAM J. Optim. 18 (3) (2007)
Hédy Attouch
Viscosity Solutions of Minimization Problems. SIAM J. Optim. 6 (3) (1996)
Hédy Attouch, Roger J.-B. Wets
Quantitative Stability of Variational Systems II. A Framework for Nonlinear Conditioning. SIAM J. Optim. 3 (2) (1993)
Hédy Attouch, Hassan Riahi
Stability Results for Ekeland's ε-Variational Principle and Cone Extremal Solutions. Math. Oper. Res. 18 (1) (1993)
Hédy Attouch, Roger J.-B. Wets
Quantitative stability of variational systems: III. epsilon-approximate solutions. Math. Program. 61 (1993)