Hedy Attouch

Overview

Best Publications

• Variational Convergence for Functions and Operators

  H. Attouch

  2304
  Citations

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

  Hedy Attouch;Jérôme Bolte;Benar Fux Svaiter

  1508
  Citations

• Proximal Alternating Minimization and Projection Methods for Nonconvex Problems: An Approach Based on the Kurdyka-Łojasiewicz Inequality

  Hédy Attouch;Jérôme Bolte;Patrick Redont;Antoine Soubeyran

  1309
  Citations

• Variational Analysis in Sobolev and BV Spaces: Applications to PDEs and Optimization

  Hedy Attouch;Giuseppe Buttazzo;Gérard Michaille

  895
  Citations

• An Inertial Proximal Method for Maximal Monotone Operators via Discretization of a Nonlinear Oscillator with Damping

  Felipe Alvarez;Hedy Attouch

  806
  Citations

• On the convergence of the proximal algorithm for nonsmooth functions involving analytic features

  Hedy Attouch;Jérôme Bolte

  661
  Citations

• THE HEAVY BALL WITH FRICTION METHOD, I. THE CONTINUOUS DYNAMICAL SYSTEM: GLOBAL EXPLORATION OF THE LOCAL MINIMA OF A REAL-VALUED FUNCTION BY ASYMPTOTIC ANALYSIS OF A DISSIPATIVE DYNAMICAL SYSTEM

  H. Attouch;X. Goudou;P. Redont

  397
  Citations

• The Rate of Convergence of Nesterov's Accelerated Forward-Backward Method is Actually Faster Than $1/k^2$

  Hedy Attouch;Juan Peypouquet

  322
  Citations

• Fast convergence of inertial dynamics and algorithms with asymptotic vanishing viscosity

  Hedy Attouch;Zaki Chbani;Juan Peypouquet;Patrick Redont

  291
  Citations

• Quantitative stability of variational systems. I. The epigraphical distance

  Hédy Attouch;Roger J.-B. Wets

  252
  Citations

• Duality for the Sum of Convex Functions in General Banach Spaces

  Hedy Attouch;Haïm Brezis

  240
  Citations

• A second-order gradient-like dissipative dynamical system with Hessian-driven damping.: Application to optimization and mechanics

  Felipe Alvarez;Hédy Attouch;Jérôme Bolte;Patrick Redont

  220
  Citations

• A Dynamical Approach to an Inertial Forward-Backward Algorithm for Convex Minimization

  Hédy Attouch;Juan Peypouquet;Patrick Redont

  206
  Citations

• Asymptotic Control and Stabilization of Nonlinear Oscillators with Non-isolated Equilibria

  Hedy Attouch;Marc-Olivier Czarnecki

  174
  Citations

• Viscosity Solutions of Minimization Problems

  Hedy Attouch

  173
  Citations

• A Dynamical Approach to Convex Minimization Coupling Approximation with the Steepest Descent Method

  H. Attouch;R. Cominetti

  172
  Citations

• Variational Analysis in Sobolev and BV Spaces: Applications to PDEs and Optimization (Mps-Siam Series on Optimization 6)

  Hedy Attouch;Giuseppe Buttazzo;Gerard Michaille

  161
  Citations

• Familles d'opérateurs maximaux monotones et mesurabilité

  Hedy Attouch

  157
  Citations

• Newton-Like Dynamics and Forward-Backward Methods for Structured Monotone Inclusions in Hilbert Spaces

  B. Abbas;H. Attouch;Benar F. Svaiter

  155
  Citations

• Alternating Proximal Algorithms for Weakly Coupled Minimization Problems. Applications to Dynamical Games and PDE’s

  Hédy Attouch;Jérôme Bolte;Patrick Redont;Antoine Soubeyran

  118
  Citations

• Journal of Convex Analysis

  G Buttazzo;L Thibault;R J B Wets;H Attouch

  61
  Citations