Peter Auer

Research output

  1. Published

    Algorithmic Learning Theory

    Auer, P., Clark, A. & Zeugmann, T., 18 Oct 2016, In: Theoretical Computer Science. 650, p. 1-3

    Research output: Contribution to journalSpecial issueResearchpeer-review

  2. Published

    A learning rule for very simple universal approximators consisting of a single layer of perceptrons

    Auer, P., Burgsteiner, H. & Maass, W., 2008, In: Neural networks. 21, p. 786-795

    Research output: Contribution to journalArticleResearchpeer-review

  3. Published

    A distributed voting scheme to maximize preferences

    Auer, P. & Cesa-Bianchi, N., 2006, In: Theoretical Informatics and Applications = Informatique théorique et applications. p. 389-403

    Research output: Contribution to journalArticleResearchpeer-review

  4. Published

    Adaptively Tracking the Best Bandit Arm with an Unknown Number of Distribution Changes

    Auer, P., Gajane, P. & Ortner, R., 27 Jun 2019.

    Research output: Contribution to conferencePosterResearchpeer-review

  5. Published

    Adaptively Tracking the Best Bandit Arm with an Unknown Number of Distribution Changes

    Auer, P., Gajane, P. & Ortner, R., 2019, Proceedings of the 32nd Conference on Learning Theory, COLT 2019. p. 138-158

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

  6. Published

    Adaptively Tracking the Best Arm with an Unknown Number of Distribution Changes

    Auer, P., Gajane, P. & Ortner, R., 2018.

    Research output: Contribution to conferencePaperpeer-review

  7. Published

    Adaptively Tracking the Best Arm with an Unknown Number of Distribution Changes

    Auer, P., Gajane, P. & Ortner, R., 2018.

    Research output: Contribution to conferencePosterResearchpeer-review

  8. 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 proceedingConference contribution

  9. 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 journalArticleResearchpeer-review

  10. Published

    Achieving Optimal Dynamic Regret for Non-stationary Bandits without Prior Information

    Auer, P., Chen, Y., Gajane, P., Lee, C.-W., Luo, H., Ortner, R. & Wei, C.-Y., 2019.

    Research output: Contribution to conferenceAbstractpeer-review