Hédy Attouch

Orcid: 0000-0003-2676-0887

According to our database1, Hédy Attouch authored at least 35 papers between 1993 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2024
Continuous Newton-like Methods Featuring Inertia and Variable Mass.
SIAM J. Optim., March, 2024

2023
First order inertial optimization algorithms with threshold effects associated with dry friction.
Comput. Optim. Appl., December, 2023

Convergence of Inertial Dynamics Driven by Sums of Potential and Nonpotential Operators with Implicit Newton-Like Damping.
J. Optim. Theory Appl., July, 2023

2022
From the Ravine Method to the Nesterov Method and Vice Versa: A Dynamical System Perspective.
SIAM J. Optim., September, 2022

First-order optimization algorithms via inertial systems with Hessian driven damping.
Math. Program., 2022

First-order inertial algorithms involving dry friction damping.
Math. Program., 2022

Fast Convergence of Dynamical ADMM via Time Scaling of Damped Inertial Dynamics.
J. Optim. Theory Appl., 2022

2020
Newton-like Inertial Dynamics and Proximal Algorithms Governed by Maximally Monotone Operators.
SIAM J. Optim., 2020

Finite Convergence of Proximal-Gradient Inertial Algorithms Combining Dry Friction with Hessian-Driven Damping.
SIAM J. Optim., 2020

Convergence of a relaxed inertial proximal algorithm for maximally monotone operators.
Math. Program., 2020

2019
Fast Proximal Methods via Time Scaling of Damped Inertial Dynamics.
SIAM J. Optim., 2019

Convergence of inertial dynamics and proximal algorithms governed by maximally monotone operators.
Math. Program., 2019

2018
Convergence Rates of Inertial Forward-Backward Algorithms.
SIAM J. Optim., 2018

Fast convergence of inertial dynamics and algorithms with asymptotic vanishing viscosity.
Math. Program., 2018

Inertial Forward-Backward Algorithms with Perturbations: Application to Tikhonov Regularization.
J. Optim. Theory Appl., 2018

2016
The Rate of Convergence of Nesterov's Accelerated Forward-Backward Method is Actually Faster Than 1/k<sup>2</sup>.
SIAM J. Optim., 2016

A strongly convergent primal-dual method for nonoverlapping domain decomposition.
Numerische Mathematik, 2016

2014
A Dynamical Approach to an Inertial Forward-Backward Algorithm for Convex Minimization.
SIAM J. Optim., 2014

Newton-Like Dynamics and Forward-Backward Methods for Structured Monotone Inclusions in Hilbert Spaces.
J. Optim. Theory Appl., 2014

Variational Analysis in Sobolev and BV Spaces - Applications to PDEs and Optimization, Second Edition.
MPS-SIAM series on optimization 17, SIAM, ISBN: 978-1-611-97347-1, 2014

2013
Convergence of descent methods for semi-algebraic and tame problems: proximal algorithms, forward-backward splitting, and regularized Gauss-Seidel methods.
Math. Program., 2013

Global Convergence of a Closed-Loop Regularized Newton Method for Solving Monotone Inclusions in Hilbert Spaces.
J. Optim. Theory Appl., 2013

2011
Coupling Forward-Backward with Penalty Schemes and Parallel Splitting for Constrained Variational Inequalities.
SIAM J. Optim., 2011

Prox-Penalization and Splitting Methods for Constrained Variational Problems.
SIAM J. Optim., 2011

A Continuous Dynamical Newton-Like Approach to Solving Monotone Inclusions.
SIAM J. Control. Optim., 2011

2010
A Parallel Splitting Method for Coupled Monotone Inclusions.
SIAM J. Control. Optim., 2010

Proximal Alternating Minimization and Projection Methods for Nonconvex Problems: An Approach Based on the Kurdyka-Lojasiewicz Inequality.
Math. Oper. Res., 2010

2009
Foreword: Special issue on nonlinear convex optimization and variational inequalities.
Math. Program., 2009

On the convergence of the proximal algorithm for nonsmooth functions involving analytic features.
Math. Program., 2009

2007
A New Class of Alternating Proximal Minimization Algorithms with Costs-to-Move.
SIAM J. Optim., 2007

2005
Variational analysis in Sobolev and BV spaces - applications to PDEs and optimization.
MPS-SIAM series on optimization 6, SIAM, ISBN: 978-0-89871-600-9, 2005

1996
Viscosity Solutions of Minimization Problems.
SIAM J. Optim., 1996

1993
Quantitative Stability of Variational Systems II. A Framework for Nonlinear Conditioning.
SIAM J. Optim., 1993

Quantitative stability of variational systems: III. epsilon-approximate solutions.
Math. Program., 1993

Stability Results for Ekeland's ε-Variational Principle and Cone Extremal Solutions.
Math. Oper. Res., 1993


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