Peter Auer

Publikationen

  1. 2002
  2. Veröffentlicht

    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. S. 123-128

    Forschungsoutput: ForschungBeitrag in Konferenzband

  3. Veröffentlicht

    The InfoSky viusal explorer: exploiting hierarchical structure and documents similarities

    Auer, P., Andrews, K., Kienreich, W., Sabol, V., Becker, J., Droschl, G., Kappe, F. & Granitzer, M. 2002 in : Information Visualization. S. 166-181

    Forschungsoutput: Forschung - (peer-reviewed)Artikel

  4. Veröffentlicht

    The nonstochastic multiarmed bandit problem

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

    Forschungsoutput: Forschung - (peer-reviewed)Artikel

  5. Veröffentlicht

    Using confidence bounds for exploitation-exploration trade-offs

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

    Forschungsoutput: Forschung - (peer-reviewed)Artikel

  6. 2000
  7. Veröffentlicht

    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, S. 107-117

    Forschungsoutput: ForschungBeitrag in Konferenzband

  8. Veröffentlicht

    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, S. 118-125

    Forschungsoutput: ForschungBeitrag in Konferenzband

  9. Veröffentlicht

    Using Upper Confidence Bounds for Online Learning

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

    Forschungsoutput: ForschungBeitrag in Konferenzband

  10. 1999
  11. Veröffentlicht

    Finite Time Analysis of the Multiarmed Bandit Problem

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

    Forschungsoutput: ForschungBeitrag in Konferenzband

  12. Veröffentlicht

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

    Auer, P. & Long, P. M. 1999 in : Machine learning. 36, S. 147-181

    Forschungsoutput: Forschung - (peer-reviewed)Artikel

  13. 1998
  14. Veröffentlicht

    Approximating Hyper-Rechtangles: Learning and Pseudorandon Sets

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

    Forschungsoutput: Forschung - (peer-reviewed)Artikel