M4. New Trends in Regularization Theory

Due to the ill-posedness of most linear and nonlinear inverse problems one needs regularization techniques for their stable approximate solution. The regularization theory is well developed for problems in Hilbert spaces, and during the last years many results have also been achieved for problems in Banach spaces. However, there are still many challenging questions, and permanently new classes of inverse problems occur, motivated by applications from natural sciences, engineering and finance.

We want to bring together experts and young researches working in this field to discuss about new results in the analysis and numerics of inverse and ill-posed problems.

Organizers:
Stefan Kindermann, Johannes Kepler University Linz, Austria, This email address is being protected from spambots. You need JavaScript enabled to view it.
Robert Plato, University Siegen, Germany, This email address is being protected from spambots. You need JavaScript enabled to view it.
Bernd Hofmann, Technische Universität Chemnitz, Germany, This email address is being protected from spambots. You need JavaScript enabled to view it.

Invited Speakers:
Herbert Egger, Johannes Kepler University Linz, This email address is being protected from spambots. You need JavaScript enabled to view it.

Uno Hämarik, University of Tarty, This email address is being protected from spambots. You need JavaScript enabled to view it.

Thorsten Hohage, University of Göttingen, This email address is being protected from spambots. You need JavaScript enabled to view it.

Simon Hubmer, Johann Radon Institute for Computational and Applied Mathematics, Linz, This email address is being protected from spambots. You need JavaScript enabled to view it.

Tim Jahn, University of Bonn, This email address is being protected from spambots. You need JavaScript enabled to view it.

Barbara Kaltenbacher, University of Klagenfurt, This email address is being protected from spambots. You need JavaScript enabled to view it.
Convergence guarantees for tomographic applications via the range invariance condition

Urve Kangro, University of Tartu, This email address is being protected from spambots. You need JavaScript enabled to view it.

Ronny Ramlau, Johannes Kepler University Linz, This email address is being protected from spambots. You need JavaScript enabled to view it.

Rommel Real, University of the Philippines Mindanao, This email address is being protected from spambots. You need JavaScript enabled to view it.

Elena Resmerita, University of Klagenfurt, This email address is being protected from spambots. You need JavaScript enabled to view it.

Richard Schmähl, University of Stuttgart, This email address is being protected from spambots. You need JavaScript enabled to view it.
Regularization of inverse problems based on diffusion processes

Christian Wald, Technical University of Berlin, This email address is being protected from spambots. You need JavaScript enabled to view it.
Generative modeling for regularization

Frank Werner, University of Würzburg, This email address is being protected from spambots. You need JavaScript enabled to view it.

Tobias Wolf, University of Klagenfurt, Austria, This email address is being protected from spambots. You need JavaScript enabled to view it.