Peter Auer

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Research output

  1. 2005
  2. Published

    Object recognition using geometric properties and a variant of boosting

    Auer, P. & Antenreiter, M., 2005, 1st Austrian Cognitive Vision Workshop, 2005. Österr. Computer-Ges., p. 43-50

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  3. Published

    Online Regret Bounds for a New Reinforcement Learning Algorithm

    Auer, P. & Ortner, R., 2005, 1st Austrian Cognitive Vision Workshop. Österr. Computer-Ges., p. 35-42

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  4. 2004
  5. Published

    A Boosting Approach to Multiple Instance Learning

    Auer, P. & Ortner, R., 2004, Machine Learning, 15th European Conference on Machine Learning, ECML 2004. Springer, p. 63-74

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  6. Published

    A New PAC-bound for Intersection-closed Concept Classes

    Auer, P. & Ortner, R., 2004, Learning Theory, 17th Annual Conference on Learning Theory. Springer, p. 408-414

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  7. Published

    Generic object recognition with boosting

    Auer, P., Opelt, A., Fussenegger, M. & Pinz, A., 2004

    Research output: Book/Report › Commissioned report › Transfer › peer-review

  8. Published

    Object recognition using segmentation for feature detection

    Fussenegger, M., Opelt, A., Pinz, A. & Auer, P., 2004, 17th International Conference on Pattern Recognition (ICPR 2004). p. 41-44

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  9. Published

    Object recognition using segmentation for feature detection

    Fussenegger, M., Opelt, A., Pinz, A. & Auer, P., 2004, Digital Imaging in Media and Education, Proc. of the 28th OEAGM/AAPR Conference; OCG 2004 (179 Schriftenreihe). p. 103-110

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  10. Published

    Weak hypotheses and boosting for generic object detection and recognition

    Opelt, A., Fussenegger, M., Pinz, A. & Auer, P., 2004, Computer Vision - ECCV 2004, 8th European Conference on Computer Vision. p. 71-84

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  11. 2002
  12. Published

    Adaptive and self-confident online learning algorithms

    Auer, P., Cesa-Bianchi, N. & Gentile, C., 2002, In: Journal of computer and system sciences (JCSS). 64, p. 48-78

    Research output: Contribution to journal › Article › Research › peer-review

  13. Published

    Finite Time Analysis of the Multiarmed Bandit Problem

    Auer, P., Cesa-Bianchi, N. & Fischer, P., 2002, In: Machine learning. 47, p. 235-256

    Research output: Contribution to journal › Article › Research › peer-review

  14. Published

    Reducing communication for distributed learning in neural networks

    Auer, P., Burgsteiner, H. & Maass, W., 2002, Proc. of the International Conference on Artificial Neural Networks - ICANN 2002. p. 123-128

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  15. Published

    The InfoSky viusal explorer: Exploiting Hierarchical Structure and Document Similarities

    Andrews, K., Kienreich, W., Sabol, V., Becker, J., Droschl, G., Kappe, F., Granitzer, M., Auer, P. & Tochtermann, K., 2002, In: Information Visualization. 1.2002, 3-4, p. 166-181 16 p.

    Research output: Contribution to journal › Article › Research › peer-review

  16. Published

    The nonstochastic multiarmed bandit problem

    Auer, P., Cesa-Bianchi, N., Freund, N. & Schapire, R. E., 2002, In: SIAM Journal on Computing. 32 (1), p. 48-77

    Research output: Contribution to journal › Article › Research › peer-review

  17. Published

    Using confidence bounds for exploitation-exploration trade-offs

    Auer, P., 2002, In: Journal of machine learning research (JMLR). p. 397-422

    Research output: Contribution to journal › Article › Research › peer-review

  18. 2000
  19. Published

    Adaptive and Self-Confident On-Line Learning Algorithms

    Auer, P. & Gentile, C., 2000, Proceedings of the Thirteenth Annual Conference on Computational Learning Theory (COLT 2000). Springer, p. 107-117

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  20. Published

    An Improved On-line Algorithm for Learning Linear Evaluation Functions

    Auer, P., 2000, Proceedings of the Thirteenth Annual Conference on Computational Learning Theory (COLT 2000). Springer, p. 118-125

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  21. Published

    Using Upper Confidence Bounds for Online Learning

    Auer, P., 2000, 41th Annual Symposium on Foundations of Computer Science. p. 270-293

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  22. 1999
  23. Published

    Finite Time Analysis of the Multiarmed Bandit Problem

    Auer, P., Cesa-Bianchi, N. & Fischer, P., 1999, IT Workshop on Decision, Estimation, Classification and Imaging. p. ---

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  24. Published

    Structural Results About On-Line Learning Models With and Without Queries

    Auer, P. & Long, P. M., 1999, In: Machine learning. 36, p. 147-181

    Research output: Contribution to journal › Article › Research › peer-review

  25. 1998
  26. Published

    Approximating Hyper-Rechtangles: Learning and Pseudorandon Sets

    Auer, P., Long, P. M. & Srinivasan, A., 1998, In: Journal of computer and system sciences (JCSS). 57, p. 376-388

    Research output: Contribution to journal › Article › Research › peer-review

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