Kostas Papafitsoros

Available identifiers

zbMath Open papafitsoros.kostasMaRDI QIDQ2037141

List of research outcomes

Publication	Date of Publication	Type
Learning Regularization Parameter-Maps for Variational Image Reconstruction Using Deep Neural Networks and Algorithm Unrolling	2024-01-05	Paper
Quantitative Magnetic Resonance Imaging: From Fingerprinting to Integrated Physics-Based Models	2023-07-25	Paper
Bilevel Training Schemes in Imaging for Total Variation--Type Functionals with Convex Integrands	2022-12-08	Paper
A descent algorithm for the optimal control of ReLU neural network informed PDEs based on approximate directional derivatives	2022-10-14	Paper
Dualization and Automatic Distributed Parameter Selection of Total Generalized Variation via Bilevel Optimization	2022-07-19	Paper
First-order conditions for the optimal control of learning-informed nonsmooth PDEs	2022-06-01	Paper
Optimization with learning-informed differential equation constraints and its applications	2022-01-31	Paper
Bilevel training schemes in imaging for total-variation-type functionals with convex integrands	2021-12-20	Paper
Variable step mollifiers and applications	2021-06-30	Paper
Generating structured nonsmooth priors and associated primal-dual methods	2020-07-10	Paper
Analysis and automatic parameter selection of a variational model for mixed Gaussian and salt-and-pepper noise removal	2019-10-10	Paper
A function space framework for structural total variation regularization with applications in inverse problems	2018-07-06	Paper
Machine Learning for Quantitative MR Image Reconstruction	0001-01-03	Paper
Data-driven methods for quantitative imaging	0001-01-03	Paper

Research outcomes over time

Doctoral students

No records found.

Known relations from the MaRDI Knowledge Graph

Property	Value
MaRDI profile type	MaRDI person profile
instance of	human

This page was built for person: Kostas Papafitsoros