Research output

  1. 2018
  2. 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

  3. Published

    Efficient Bias-Span-Constrained Exploration-Exploitation in Reinforcement Learning

    Fruit, R., Pirotta, M., Lazaric, A. & Ortner, R., 2018, Proceedings of the 35th International Conference on Machine Learning, ICML 2018. Vol. PMLR 80. p. 1578-1586

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

  4. Published

    Guest Editors' Foreword

    Ortner, R. & Ulrich Simon, H., 2018, In: Theoretical Computer Science. 742

    Research output: Contribution to journalArticleResearch

  5. 2017
  6. Published

    Online Learning

    Auer, P., 2017, Encyclopedia of Machine Learning and Data Mining.

    Research output: Chapter in Book/Report/Conference proceedingChapterResearch

  7. 2016
  8. 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

  9. Published

    Guest editors' foreword

    Auer, P., Clark, A. & Zeugmann, T., 18 Oct 2016, In: Theoretical Computer Science. 650.2016, 18 October, p. 1-3 3 p.

    Research output: Contribution to journalLetterpeer-review

  10. Published

    An algorithm with nearly optimal pseudo-regret for both stochastic and adversarial bandits

    Auer, P. & Chiang, C-K., 23 Jun 2016, Proceedings of the 29th Conference on Learning Theory, COLT 2016. p. 116-120 (JMLR Workshop and Conference Proceedings; vol. 49).

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

  11. Published

    Improved Learning Complexity in Combinatorial Pure Exploration Bandits

    Gabillon, V., Lazaric, A., Ghavamzadeh, M., Ortner, R. & Bartlett, P., 10 May 2016.

    Research output: Contribution to conferencePosterResearchpeer-review

  12. Published

    Learning with Malicious Noise

    Auer, P., 22 Apr 2016, Encyclopedia of Algorithms. Springer, p. 1086-1089

    Research output: Chapter in Book/Report/Conference proceedingEntry for encyclopedia/dictionaryResearch

  13. Published

    Algorithmic Learning Theory: 27th International Conference, ALT 2016, Proceedings

    Ortner, R., Ulrich Simon, H. & Zilles, S., 2016, Springer.

    Research output: Book/ReportAnthologyResearch

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