2022
“A CNC approach for Directional Total Variation”
by Gabriele Scrivanti, Émilie Chouzenoux, Jean-Christophe Pesquet,
HAL.
“Finding global solutions for a class of possibly nonconvex QCQP problems through the S-lemma”
by Ewa M. Bednarczuk, Giovanni Bruccola,
arxiv.
“Duality for Composite Optimization Problem within the Framework of Abstract Convexity”
by Ewa M. Bednarczuk, The Hung Tran, submitted.
“A variational approach for joint image recovery-segmentation based on spatially varying generalised Gaussian models”
by Emilie Chouzenoux, Marie-Caroline Corbineau, Jean-Christophe Pesquet, Gabriele Scrivanti,
HAL.
“Fast iterative regularization by reusing data”
by Cristian Vega, Cesare Molinari, Lorenzo Rosasco, and Silvia Villa,
arxiv.
“Random coordinate descent methods for nonseparable composite optimization” by Flavia Chorobura, Ion Necoara,
arxiv.
“Efficiency of higher-order algorithms for minimizing general composite optimization” by Yassine Nabou, Ion Necoara,
arxiv.
“Faster Randomized Block Sparse Kaczmarz by Averaging” by Lionel Tondji, Dirk A Lorenz,
arxiv.
“Extended Randomized Kaczmarz Method for Sparse Least Squares and Impulsive Noise Problems” by Frank Schopfer, Dirk A. Lorenz, Lionel Tondji, Maximilian Winkler,
arxiv.
“Convergence of an Asynchronous Block-Coordinate Forward-Backward Algorithm for Convex Composite Optimization” by Cheik Traoré, Saverio Salzo, Silvia Villa,
arxiv.
2021
“Random Activations in Primal-Dual Splittings for Monotone Inclusions with a Priori Information” by Luis Briceño-Arias, Julio Deride, Cristian Vega,
Journal of Optimization Theory and Applications,
arxiv version.
“Degenerate Preconditioned proximal point algorithms” by Kristian Bredies, Enis Chenchene, Dirk Lorenz, Emanuale Naldi,
arxiv.
“GPU-based Implementations of MM Algorithms. Application to Spectroscopy Signal Restoration” by Mouna Gharbi, Emilie Chouzenoux, Jean-Christophe Pesquet, Laurent Duval ,
HAL.
“Efficiency of stochastic coordinate proximal gradient methods on nonseparable composite optimization” by Ion Necoara and Flavia Chorobura,
arxiv.
“Weak topology and Opial property in Wasserstein spaces, with applications to Gradient Flows and Proximal Point Algorithms of geodesically convex functionals” by Emanuele Naldi and Giuseppe Savaré,
arxiv.
“Sequential convergence of AdaGrad algorithm for smooth convex optimization” by Cheik Traoré, Edouard Pauwels,
Operations Research Letters,
arxiv version.