Research output

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  1. 1999
  2. 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

  3. 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

  4. 1998
  5. 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

  6. Published

    Introduction to the Special Issue on Computational Learning Theory

    Auer, P. & Maas, W., 1998, In: Algorithmica. 22, p. 1-2

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

  7. Published

    On Learning from Ambiguous Information

    Auer, P., 1998, In: Periodica polytechnica / Electrical engineering. 1, p. 115-122

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

  8. Published

    On-line Learning with Malicious Noise and the Closure Algorithm

    Auer, P. & Cesa-Bianchi, N., 1998, In: Annals of mathematics and artificial intelligence. 23, p. 83-99

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

  9. Published

    Some thoughts on Boosting and Neural Networks

    Auer, P., 1998, 3. Cottbuser Workshop "Aspekte des Neuronalen Lernens". p. 11-28

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

  10. Published

    Tracking the Best Disjunction

    Auer, P. & Warmuth, M. K., 1998, In: Machine learning. 32, p. 127-150

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

  11. 1997

  12. The Perceptron algorithm versus Winnow: Linear versus logarithmic mistake bounds when few input variables are relevant

    Kivinen, J., Warmuth, M. K. & Auer, P., 1 Dec 1997, In: Artificial intelligence. 97, 1-2, p. 325-343 19 p.

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

  13. Published

    Approximating Hyper-Rectangles: Learning and Pseudo-random Sets

    Auer, P., Long, P. M. & Srinivasan, A., 1997, Proc. 29th Ann. Symp. Theory of Computing. p. 314-323

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

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