Hédy Attouch

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

Hédy Attouch, Jérôme Bolte, B. F. Svaiter · Mathematical Programming · 2011 · 1.4K citations

Computing, Computer Science, Mathematics +12

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

Hédy Attouch, Jérôme Bolte, Patrick Redont et al. · Mathematics of Operations Research · 2010 · 1.2K citations · Full text

Natural Sciences, Computer Science, Algorithms +16

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

Felipe Álvarez, Hédy Attouch · Set-Valued Analysis · 2001 · 784 citations · Full text

Natural Sciences, Mathematics, Mechanical Engineering +16

Variational Analysis in Sobolev and BV Spaces

Hédy Attouch, Giuseppe Buttazzo, Gérard Michaille · Society for Industrial and Applied Mathematics eBooks · 2014 · 327 citations

Natural Sciences, Physics, Stochastic Processes +11

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

Hédy Attouch, Xavier Goudou, Patrick Redont · Communications in Contemporary Mathematics · 2000 · 301 citations

Natural Sciences, Mathematics, Computational Mechanics +16