Events
Forthcoming HCI Colloquia
29.05.2012
V.Franc (presenter) , A.Zien, B.Schoelkopf
Support Vector Machines as Probabilistic Models
Abstract:
We show how the SVM can be viewed as a maximum likelihood estimate of
a class of probabilistic models. This model class can be viewed as a
reparametrization of the SVM in a similar vein to the $\nu$-SVM
reparametrizing the classical ($C$-)SVM.
It is not discriminative, but has a non-uniform marginal. We illustrate
the benefits of this new view by re-deriving and re-investigating two
established SVM-related algorithms.
Forthcoming Events
- GAMM 2012, Mini-Symposium on Mathematical Imaging, Darmstadt, Germany, March 26-30, 2012.
- SIAM Conference on Imaging Science, Mini-Symposium on Binary constrained variational models and algorithms in image processing, Philadelphia, Pennsylvania, USA, May 20-22 2012.
- ECCOMAS 2012, Mini-Symposium on Optimization Methods in Imaging and Learning, Vienna, Austria, September 10-14, 2012
- ECCV 2012, Firenze, Italy, 7-13 October 2012.
- Convex Relaxation
Methods for Geometric Problems in Scientific Computing, February 11 - 15,
2013
Past Events
- EMMCVPR, 25-27 July, 2011, St. Petersburg, Russia
- 46. Heidelberger Bildverarbeitungsforum, Schwerpunktthema: Moderne Bildsensorik, Dienstag, 5. Juli 2011, PCO AG, Kelheim bei Regensburg
- Variational Image Analysis, Intern. Wissenschaftsforum Heidelberg, Heidelberg, 4-6 July 2011
- SSVM 2011, 29 May - 2 June 2011, Ein-Gedi, Israel
- 25 Jahre Bildverarbeitung an der Universität Heidelberg , Freitag 15. April 2011, 18 Uhr, Alte Aula mit anschließendem Empfang in der Bel Etage - Webcast
- DAGM Workshop on Unsolved Problems in Pattern Recognition, Heidelberg, April 13-14, 2011
- ICCP 2011, April 9-10, 2011
- 45. Heidelberger Bildverarbeitungsforum
March 1, 2011
Computational Photography - Oberwolfach 2011, Trends in Mathematical Imaging and Surface Processing, Germany, Jan 30 - Feb 05, 2011
- Compact course on graphical models, Eric P. Xing
- DAGM 2010, 32nd Annual Symposium of the German Association for Pattern Recognition, Darmstadt, Germany , September 22 - 14, 2010
- HCI Workshop: Time of Flight Imaging, Heidelberg, September 20, 2010
- ECCV 2010, 11th European Conference on Computer Vision, Heraklion, Crete , September 5 - 11, 2010
- SFB Workshop: Imaging with Modulated/Incomplete Data Graz, Austria, July 8 - 10, 2010
- 44. Heidelberger Bildverarbeitungsforum
October 5, 2010, Intel Visual Computing Institute, Saarbrücken
Bildverarbeitung und Computergrafik - 43. Heidelberger Bildverarbeitungsforum
July 6, 2010, IBM, Herrenberg
Hardwarearchitekturen für die Bildverarbeitung - GAMM 2010, 81st Annual Meeting of the International Association of Applied Mathematics and Mechanics, Karsruhe, Germany, March 22-26, 2010
- 42. Heidelberger Bildverarbeitungsforum
March 9, 2010, FIAS, Frankfurt
Lernende Bildverarbeitung - Neuroinformatische und statistische Ansätze - SRMDI09, Sparse Represenation of Multiscale Data and Images , December 14-17, 2009
- SSVM 2009, 2nd International Conference on Scale Space and Variational Methods in Computer Vision, Voss, Norway, June 1-5, 2009
- ECCV 2008, 10th European Conference on Computer Vision, Marseille, France, October 12-18, 2008
- LASER 2008 14th International Symposium on Applications of Laser Techniques to Fluid Mechanics, Lisbon, Portugal, July 7-10, 2008
- 37. Bildverarbeitungsforum: 3-D-Bildaufnahme und -analyse, SICK AG, Waldkirch i. Br. 1. Juli 2008
- DAGM 2008 : 30th Annual Symposium of the German Association for Pattern Recognition Munich June 10-13, 2008
- OAGM 2008: 32nd OAGM/AAPR workshop, Linz, Austria, May 26-27 2008
- 36. Bildverarbeitungsforum: Advances in Image Analysis, Heidelberger Druckmaschinen AG and Heidelberg Collaboratory for Image Processing, March 4, 2008
- Graph Cuts and Related Discrete or Continuous Optimization Problems Inst. Pure & Applied Mathematics, UCLA, February 25 - 29, 2008
- 29th Annual Meeting of the German Assocation for Pattern Recognition, DAGM 2007: Heidelberg, 12.-14.09.2007
- ICCV 2007: 11th IEEE Int. Conference on Computer Vision, Rio de Janeiro, Oct 14-20
- NCP 2007: Int. Conf. on Nonconvex Programming, Rouen, France, Dec 17-21
- DAGM-Workshop on Unsolved Problems in Pattern Recognition: Heidelberg, 26.-28.09.2005
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