Peter Auer

Research output

  1. Published

    Guest editors' introduction: Special issue on learning theory

    Auer, P. & Long, P. M., 1 Dec 2008, In: Journal of Computer and System Sciences. 74, 8, 1 p.

    Research output: Contribution to journalEditorialpeer-review

  2. Published

    Hannan consistency in on-line learning in case of unbounded losses under partial monitoring

    Allenberg, C., Auer, P., Györfi, L. & Ottucsák, G., 1 Jan 2006, Algorithmic Learning Theory - 17th International Conference, ALT 2006, Proceedings. Springer Berlin, p. 229-243 15 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 4264 LNAI).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  3. Published

    Hannan consistency in online learning in case of unbounded losses under partial monitoring

    Auer, P., Allenberg, C., Györfi, L. & Ottucsák, G., 2006, Algorithmic Learning Theory. Springer, p. 229-243

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  4. Published

    Hybrid Machine Learning for Anomaly Detection in Industrial Time-Series Measurement Data

    Terbuch, A., O'Leary, P. & Auer, P., 2022, I2MTC 2022 - IEEE International Instrumentation and Measurement Technology Conference: Instrumentation and Measurement under Pandemic Constraints, Proceedings. Institute of Electrical and Electronics Engineers, (Conference Record - IEEE Instrumentation and Measurement Technology Conference).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  5. Published

    Improved Rates for the Stochastic Continuum-Armed Bandit Problem

    Auer, P., Ortner, R. & Szepesvári, C., 2007, Proceedings of the 20th Annual Conference on Learning Theory. Springer, p. 454-468

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  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 journalArticleResearchpeer-review

  7. Published

    Learning Nested Differences in the Presence of Malicious Noise

    Auer, P., 1995, 6th International Workshop, ALT 95. p. 123-137

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  8. Published

    Learning Nested Differences in the Presence of Malicious Noise

    Auer, P., 1997, In: Theoretical Computer Science. 185, p. 159-175

    Research output: Contribution to journalArticleResearchpeer-review

  9. Published

    Learning of Depth Two Neurals Nets with Constant Fan-in at the Hidden Nodes

    Auer, P., Kwek, S., Maass, W. & Warmuth, M. K., 1996, Proc. of the Ninth Annual ACM Conference on Computational Learning Theory. p. 333-343

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  10. Published
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