Mathematische Bildverarbeitung
Mathematische Bildverarbeitung
Our primary research focus is on mathematical imaging and optimization. Specifically, we are integrating mathematical modeling with data-driven machine learning strategies, with an emphasis on
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- Sparse regularization and compressed sensing
- Machine learning and information geometry
- Telefon: 0821 598 2031
E-Mail: stefania.petra@uni-auni-a.de ()
PreprintsJonas Cassel, Bastian Boll, Stefania Petra, Peter Albers, Christoph Schn?rr Sigma Flows for Image and Data Labeling and Learning Structured Prediction (2024) ? Bastian Boll, Daniel Gonzales-Alvarado, Stefania Petra, Christoph Schn?rr Generative Assignment Flows for Representing and Learning Joint Distributions of Discrete Data (2024) ? Bastian Boll, Jonas Cassel, Peter Albers, Stefania Petra, Christoph Schn?rr A Geometric Embedding Approach to Multiple Games and Multiple Populations (2024) ? Journal articles, book chapters, proceedings ? Raus, M., Elshiaty, Y., Petra, S. Accelerated Bregman Divergence Optimization with SMART: An Information Geometric Point pf View J. Appl. Numer. Optim. 6 (2024) ? Alexander Zeilmann, Stefania Petra and Christoph Schn?rr ? |
Bastian Boll, Jonathan Schwarz, Daniel Gonzalez-Alvarado, Dmitrij Sitenko, Stefania Petra and Christoph Schn?rr ? |
Sebastian Müller, Stefania Petra and Matthias Zisler |
? Max Kahl, Stefania Petra, Christoph Schn?rr, Gabriele Steidl and Matthias Zisler |
? Bastian Boll, Alexander Zeilmann, Stefania Petra and Christoph Schn?rr ? Jan Plier, Matthias Zisler, Jennifer Furkel, Maximilian Knoll, Alexander Marx, Alena Fischer, Kai Polsterer, Mathias H. Konstandin and Stefania Petra |
? Jan Plier, Fabrizio Savarino, Michal Ko?vara and Stefania Petra |
? Ruben Hühnerbein, Fabrizio Savarino, Stefania Petra and Christoph Schn?rr |
? Alexander Zeilmann, Stefania Petra and Christoph Schn?rr |
? Lukas Kiefer, Stefania Petra, Martin Storath and Andreas Weinmann |
? Alexander Zeilmann, Fabrizio Savarino, Stefania Petra and Christoph Schn?rr |
? Matthias Zisler, Artjom Zern, Stefania Petra and Christoph Schn?rr |
? Yair Censor, Stefania Petra and Christoph Schn?rr |
? Artjom Zern, Matthias Zisler, Stefania Petra and Christoph Schn?rr |
? Ruben Hühnerbein, Fabrizio Savarino, Stefania Petra and Christoph Schn?rr |
? Jan Kuske and Stefania Petra |
? Artjom Zern, Matthias Zisler, Freddie ?str?m, Stefania Petra and Christoph Schn?rr |
? Matthias Zisler, Artjom Zern, Stefania Petra and Christoph Schn?rr |
? Aviv Gibali and Stefania Petra |
? Ecaterina Bodnariuc, Stefania Petra, Christoph Schn?rr and Jason Voorneveld |
? Jan Kuske, Paul Swoboda and Stefania Petra |
? Robert Dalitz, Stefania Petra and Christoph Schn?rr |
? Matthias Zisler, Fabrizio Savarino, Stefania Petra and Christoph Schn?rr |
? Vera Trajkovska, Paul Swoboda, Freddie ?str?m and Stefania Petra |
? Freddie ?str?m, Stefania Petra, Bernhard Schmitzer and Christoph Schn?rr |
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Matthias Zisler, Freddie ?str?m, Stefania Petra and Christoph Schn?rr |
? Lukas Kiefer and Stefania Petra |
? Freddie ?str?m, Stefania Petra, Bernhard Schmitzer and Christoph Schn?rr |
? Matthias Zisler, Stefania Petra, Claudius Schn?rr and Christoph Schn?rr |
? Matthias Zisler, Jorg Hendrik Kappes, Claudius Schnorr, Stefania Petra and Christoph Schnorr |
? Ecaterina Bodnariuc, Stefania Petra, Christian Poelma and Christoph Schn?rr |
? Ecaterina Bodnariuc, Martin Schiffner, Stefania Petra and Christoph Schnorr |
? Stefania Petra and Constantin Popa |
? Freddie Astrom, Stefania Petra, Bernhard Schmitzer and Christoph Schnorr |
? Ecaterina Bodnariuc, Arati Gurung, Stefania Petra and Christoph Schn?rr |
? Florian Becker, Stefania Petra and Christoph Schn?rr |
? Stefania Petra |
? J?rg Hendrik Kappes, Stefania Petra, Christoph Schn?rr and Matthias Zisler |
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