Research output

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  1. 2017
  2. Published

    Online Learning

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

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

  3. 2016
  4. 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 journal › Special issue › Research › peer-review

  5. 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 journal › Letter › peer-review

  6. 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 proceeding › Conference contribution

  7. 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 conference › Poster › Research › peer-review

  8. Published

    Learning with Malicious Noise

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

    Research output: Chapter in Book/Report/Conference proceeding › Entry for encyclopedia/dictionary › Research

  9. Published

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

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

    Research output: Book/Report › Anthology › Research

  10. Published

    Improved Learning Complexity in Combinatorial Pure Exploration Bandits

    Gabillon, V., Lazaric, A., Ghavamzadeh, M., Ortner, R. & Bartlett, P., 2016, Proceedings of the Nineteenth International Conference on Artificial Intelligence and Statistics, AISTATS 2016. p. 1004-1012 (JMLR Workshop and Conference Proceedings).

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

  11. Published

    Optimal Behavior is Easier to Learn than the Truth

    Ortner, R., 2016, In: Minds and Machines. 26, 3, p. 243-252

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

  12. Published

    Pareto Front Identification from Stochastic Bandit Feedback

    Auer, P., Chiang, C-K., Ortner, R. & Drugan, M., 2016, Proceedings of the Nineteenth International Conference on Artificial Intelligence and Statistics, AISTATS 2016. p. 939-947 (JMLR Workshop and Conference Proceedings).

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

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