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Benjamin Peherstorfer, M.Sc.

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Address:
TU München
Institut für Informatik
Boltzmannstr. 3
85748 Garching b. München
Office:
MI 02.05.057
Email:
File:Peherstomail.jpg
Phone:
(089) 289 18 630
Fax:
(089) 289 18 607
Office Hours:
by arrangement

Publications

  • A. Heinecke, B. Peherstorfer, D. Pflüger and Z. Song: Sparse Grid Classifiers as Base Learners for AdaBoost [BibTeX].
    In 2012 International Conference on High Performance Computing and Simulation (HPCS),. IEEE, Madrid, July 2012. accepted for publication.
  • B. Peherstorfer, D. Pflüger and H.-J. Bungartz: A Sparse-Grid-Based Out-of-Sample Extension for Dimensionality Reduction and Clustering with Laplacian Eigenmaps [BibTeX].
    In Proceedings of the 24th Australasian Joint Conference on Artificial Intelligence, December 2011. accepted for publication.
  • D. Pflüger, B. Peherstorfer and H.-J. Bungartz: Spatially adaptive sparse grids for high-dimensional data-driven problems [BibTeX].
    In Journal of Complexity, Volume 26(5), p. 508––522. Academic Press, Inc., Orlando, FL, USA, October 2010. published online April 2010.
  • B. Peherstorfer: HT-Multigrid-compatible Time/Space Discretizations of the Stokes Equations in a Pressure Gradient Formulation [BibTeX].
    Master's thesis, Institut für Informatik, Technische Universität München, August 2010.
  • B. Peherstorfer: Reduced Basis Methods with Sparse Grids [BibTeX].
    Studienarbeit/SEP/IDP, Institut für Informatik, Technische Universität München, February 2010. Ausarbeitung Guided Research.
  • B. Peherstorfer: More on Adaptive Sparse Grid Representation for Indicator Functions [BibTeX].
    Studienarbeit/SEP/IDP, Fakultät für Informatik, Technische Universität München, March 2009. IDP.
  • B. Peherstorfer: Adaptive Sparse Grid Representation for Indicator Functions [BibTeX].
    Bachelor's thesis, Fakultät fuer Informatik, Technische Universität München, July 2008.


Talks

  • B. Peherstorfer: A multigrid method for PDEs on spatially adaptive sparse grids [BibTeX].
    28th GAMM-Seminar on Analysis and Numerical Methods in Higher Dimensions, Leipzig, January 2012.
  • B. Peherstorfer: Clustering of Truck-Data with Sparse Grids [BibTeX].
    Project Meeting BMBF SIMDATA-NL, Fraunhofer SCAI, Bonn, September 2011.
  • B. Peherstorfer: A multigrid method for PDEs on spatially adaptive sparse grids [BibTeX].
    4th Workshop on High-Dimensional Approximation, Bonn, Germany, June 2011.
  • B. Peherstorfer: Statusbericht Teilprojekt Clustering [BibTeX].
    Project Meeting BMBF SIMDATA-NL, Bonn, Germany, June 2011.
  • B. Peherstorfer: Reduced Basis Methods and Sparse Grids [BibTeX].
    HIM - Workshop on Sparse Grids and Applications, Bonn, Germany, May 2011.
  • B. Peherstorfer: Hierarchical Transformation Multigrid [BibTeX].
    Ferienakademie, Durnholz, September 2010.
  • B. Peherstorfer: Introduction to Reduced Basis Methods [BibTeX].
    Ferienakademie, Durnholz, September 2010.


Teaching

ST 2011

WT 2010

Miscellaneous

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