Prof. Dr. Peter Ochs


Head of the Mathematical Optimization Group
Professor for Mathematical Methods in Computer Science
Coopted at Dept. of Computer Science

Office Hour: Contact by eMail
Address: Department of Mathematics
University of Tübingen
Auf der Morgenstelle 10 (Building-C)
72076 Tübingen, Germany
Office: Room 5P08, Building-C
eMail:

Personal Publications Talks Curriculum Vitae
  1. 19.09.2019: French-German-Swiss Conference on Optimization, Nice, Frane: "Convex-Concave Backtracking for Inertial Bregman Proximal Gradient Algorithms in Non-Convex Optimization"

  2. 06.08.2019: International Conference on Continuous Optimization (ICCOPT), Berlin, Germany: "Model Function Based Conditional Gradient Method with Armijo-like Line Search"

  3. 13.06.2019: International Conference on Machine Learning (ICML), Long Beach, California: "Model Function Based Conditional Gradient Method with Armijo-like Line Search" (short talk)

  4. 03.02.2019: International BASP Frontiers Workshop, Villars-sur-Ollon, Switzerland: "Lifting Layers: Analysis and Applications"

  5. 04.07.2018: International Symposium on Mathematical Programming (ISMP), Bordeaux, France: "Non-smooth Non-convex Bregman Minimization: Unification and new Algorithms"

  6. 11.--13.06.2018: INDAM intensive period on Computational Methods for Inverse Problems in Imaging, University of Insubria DISAT, Como, Italy: Short Course on "Accelerations of Forward-Backward Splitting"

  7. 07.06.2018: SIAM Conference on Imaging Science, Bologna, Italy: "Adaptive FISTA"

  8. 05.06.2018: SIAM Conference on Imaging Science, Bologna, Italy: "Non-smooth Non-convex Bregman Minimization: Unification and new Algorithms"

  9. 21.03.2018: GAMM Conference, TU Munich, Germany: "Adaptive FISTA"

  10. 14.03.2018: Workshop: Imaging and Vision from Theory to Applications, University of Siegen, Germany: "Non-smooth Non-convex Bregman Minimization: Unification and new Algorithms"

  11. 17.01.2018: MIA Conference, Humboldt University, Berlin, Germany: "Non-smooth Non-convex Bregman Minimization: Unification and new Algorithms"

  12. 07.12.2017: Oberseminar Applied Mathematics, Saarland University: "Adaptive FISTA"

  13. 16.11.2017: GRK Seminar (Group of Michael Möller), University of Siegen, Germany: "Non-smooth Non-convex Bregman Minimization: Unification and new Algorithms"

  14. 05.04.2017: Cambridge Image Analysis Seminar (Group of Carola--Bibiane Schönlieb), Centre for Mathematical Sciences, Cambridge, UK: "Local Convergence of iPiano"

  15. 03.03.2017: 3rd Applied Mathematics Symposium Münster, Germany. Workshop on Shape, Images and Optimization: "Local Convergence of iPiano"

  16. 27.01.2017: Computer Vision Group (Group of Prof. Daniel Cremers), TU Munich, Germany: "Local Convergence of iPiano"

  17. 17.01.2017: Systems Control and Optimization Laboratory (Group of Prof. Moritz Diehl), IMTEK, University of Freiburg, Germany: "iPiano: Inertial Proximal Algorithm for Nonconvex Optimization"

  18. 17.11.2016: Schloss Dagstuhl — Leibniz Center for Informatics, Wadern, Germany: "Optimizing Data for Anisotropic Diffusion Inpainting with an Optimal Control Approach"

  19. 10.03.2016: DMV and GAMM Annual Meeting, Braunschweig, Germany: "Techniques for Gradient Based Bilevel Optimization with Nonsmooth Lower Level Problems"

  20. 16.07.2015: International Symposium on Mathematical Programming (ISMP), Pittsburgh, Pennsylvania, USA: "iPiano: Inertial Proximal Algorithm for Nonconvex Optimization"

  21. 03.07.2015: IFIP Conference on System Modeling and Optimization, SophiaTech Campus, Sophia Antipolis, France: "iPiano: Inertial Proximal Algorithm for Nonconvex Optimization"

  22. 18.06.2015: Bosch Research, Renningen, Germany: "Nonsmooth Variational Analysis and Nonconvex Optimization"

  23. 21.05.2015: University of Basel, Switzerland: "Nonsmooth Variational Analysis and Nonconvex Optimization"

  24. 06.03.2015: PhD Defense, University of Freiburg, Germany: "Long Term Motion Analysis for Object Level Grouping and Nonsmooth Optimization Methods"

  25. 02.04.2012: MNU Kongress, University of Freiburg, Germany: "Automatisches Verstehen von Bildern bei Computern"