Juan Carlos de los Reyes

Publication Activity (10 Years)

Years Active: 2006-2023
Publications (10 Years): 17

Top Topics

Optimal Control

Image Restoration

Parameter Learning

Image Denoising

Top Venues

SIAM J. Imaging Sci.

J. Math. Imaging Vis.

Comput. Optim. Appl.

Publications

Juan Carlos de los Reyes
Bilevel Imaging Learning Problems as Mathematical Programs with Complementarity Constraints: Reformulation and Theory. SIAM J. Imaging Sci. 16 (3) (2023)
Juan Carlos de los Reyes, David Villacis
Optimality Conditions for Bilevel Imaging Learning Problems with Total Variation Regularization. SIAM J. Imaging Sci. 15 (4) (2022)
Marta D'Elia, Juan Carlos de los Reyes, Andrés Miniguano-Trujillo
Bilevel Parameter Learning for Nonlocal Image Denoising Models. J. Math. Imaging Vis. 63 (6) (2021)
Juan Carlos de los Reyes, David Villacis
Bilevel Imaging Learning Problems as Mathematical Programs with Complementarity Constraints. CoRR (2021)
Ferdia Sherry, Martin Benning, Juan Carlos de los Reyes, Martin J. Graves, Georg Maierhofer, Guy Williams, Carola-Bibiane Schönlieb, Matthias Joachim Ehrhardt
Learning the Sampling Pattern for MRI. IEEE Trans. Medical Imaging 39 (12) (2020)
Constantin Christof, Juan Carlos de los Reyes, Christian Meyer
A Nonsmooth Trust-Region Method for Locally Lipschitz Functions with Application to Optimization Problems Constrained by Variational Inequalities. SIAM J. Optim. 30 (3) (2020)
Ferdia Sherry, Martin Benning, Juan Carlos de los Reyes, Martin J. Graves, Georg Maierhofer, Guy Williams, Carola-Bibiane Schönlieb, Matthias J. Ehrhardt
Learning the Sampling Pattern for MRI. CoRR (2019)
Juan Carlos de los Reyes, Carola-Bibiane Schönlieb, Tuomo Valkonen
Bilevel Parameter Learning for Higher-Order Total Variation Regularisation Models. J. Math. Imaging Vis. 57 (1) (2017)
Luca Calatroni, Juan Carlos de los Reyes, Carola-Bibiane Schönlieb
Infimal Convolution of Data Discrepancies for Mixed Noise Removal. SIAM J. Imaging Sci. 10 (3) (2017)
Juan Carlos de los Reyes, E. Loayza, Pedro Merino
Second-order orthant-based methods with enriched Hessian information for sparse \(\ell _1\) -optimization. Comput. Optim. Appl. 67 (2) (2017)
Juan Carlos de los Reyes, Vili Dhamo
Error estimates for optimal control problems of a class of quasilinear equations arising in variable viscosity fluid flow. Numerische Mathematik 132 (4) (2016)
Juan Carlos de los Reyes, Christian Meyer
Strong Stationarity Conditions for a Class of Optimization Problems Governed by Variational Inequalities of the Second Kind. J. Optim. Theory Appl. 168 (2) (2016)
Juan Carlos de los Reyes, Roland Herzog, Christian Meyer
Optimal Control of Static Elastoplasticity in Primal Formulation. SIAM J. Control. Optim. 54 (6) (2016)
Juan Carlos de los Reyes, Irwin Yousept
Optimal control of electrorheological fluids through the action of electric fields. Comput. Optim. Appl. 62 (1) (2015)
Juan Carlos de los Reyes, Carola-Bibiane Schönlieb, Tuomo Valkonen
Bilevel parameter learning for higher-order total variation regularisation models. CoRR (2015)
Luca Calatroni, Cao Chung, Juan Carlos de los Reyes, Carola-Bibiane Schönlieb, Tuomo Valkonen
Bilevel approaches for learning of variational imaging models. CoRR (2015)
Juan Carlos de los Reyes, Carola-Bibiane Schönlieb, Tuomo Valkonen
The structure of optimal parameters for image restoration problems. CoRR (2015)
Lena Kaland, Juan Carlos de los Reyes, Nicolas R. Gauger
One-shot methods in function space for PDE-constrained optimal control problems. Optim. Methods Softw. 29 (2) (2014)
Luca Calatroni, Juan Carlos de los Reyes, Carola-Bibiane Schönlieb
Dynamic Sampling Schemes for Optimal Noise Learning Under Multiple Nonsmooth Constraints. System Modelling and Optimization (2013)
Juan Carlos de los Reyes
Optimization of mixed variational inequalities arising in flow of viscoplastic materials. Comput. Optim. Appl. 52 (3) (2012)
Juan Carlos de los Reyes, Tatjana Stykel
A balanced truncation-based strategy for optimal control of evolution problems. Optim. Methods Softw. 26 (4-5) (2011)
Juan Carlos de los Reyes
Optimal Control of a Class of Variational Inequalities of the Second Kind. SIAM J. Control. Optim. 49 (4) (2011)
Juan Carlos de los Reyes, Sergio González Andrade
Numerical simulation of two-dimensional Bingham fluid flow by semismooth Newton methods. J. Comput. Appl. Math. 235 (1) (2010)
Eduardo Casas, Juan Carlos de los Reyes, Fredi Tröltzsch
Sufficient Second-Order Optimality Conditions for Semilinear Control Problems with Pointwise State Constraints. SIAM J. Optim. 19 (2) (2008)
Juan Carlos de los Reyes, Fredi Tröltzsch
Optimal Control of the Stationary Navier--Stokes Equations with Mixed Control-State Constraints. SIAM J. Control. Optim. 46 (2) (2007)
Juan Carlos de los Reyes, Karl Kunisch
A Semi-smooth Newton Method for Regularized State-constrained Optimal Control of the Navier-Stokes Equations. Computing 78 (4) (2006)
Juan Carlos de los Reyes
Primal-dual active set method for control constrained optimal control of the Stokes equations. Optim. Methods Softw. 21 (2) (2006)