Chair of Information Technology (150)

Organisational unit: Chair

Research output

  1. 2011
  2. Published

    Sparse recovery with Brownian sensing

    Maillard, O.-A., 2011, Advances in Neural Information Processing Systems 24. p. 1782-1790

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

  3. Published

    Upper-Confidence-Bound Algorithms for Active Learning in Mulit-armed Bandits

    Auer, P., Carpentier, A., Lazaric, A., Ghavamzadeh, M. & Munos, R., 2011, The 22nd International Conference on Algorithmic Learning Theory. p. 189-203

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

  4. 2010
  5. Published

    Evaluation of Active Learning Query Strategies

    Antenreiter, M. & Jaksch, T., 2010.

    Research output: Contribution to conferencePosterResearchpeer-review

  6. Published

    Exploiting Similarity Information in Reinforcement Learning. Similarity Models for Multi-Armed Bandits and MDPs

    Ortner, R., 2010, Proceedings of the 2nd International Conference on Agents and Artificial Intelligence, Volume 1 (Artificial Intelligence). p. 203-210

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

  7. Published

    Exploration-Exploitation of Eye Movement Enriched Multiple Feature Spaces for Content-Based Image Retrieval

    Hussain, Z., Leung, P., Pasupa, K., Hardoon, D., Auer, P. & Shawe-Taylor, J., 2010, Exploration-Exploitation of Eye Movement Enriched Multiple Feature Spaces for Content-Based Image Retrieval. p. 2010-2010

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

  8. Published
  9. Published

    Near-optimal Regret Bounds for Reinforcement Learning

    Jaksch, T., Ortner, R. & Auer, P., 2010, In: Journal of machine learning research (JMLR). 11, p. 1563-1600

    Research output: Contribution to journalArticleResearchpeer-review

  10. Published

    Online Learning with Queries

    Chiang, C.-K., 2010, Proceedings of the Twenty-First Annual ACM-SIAM Symposium on Discrete Algorithms. p. 616-629

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

  11. Published

    Online Regret Bounds for Markov Decision Processes with Deterministic Transitions

    Ortner, R., 2010, In: Theoretical Computer Science. 411, p. 2684-2695

    Research output: Contribution to journalArticleResearchpeer-review

  12. Published

    Pinview: Implicit Feedback in Content-Based Image Retrieval

    Auer, P., Hussain, Z., Kaski, S., Klami, A., Kujala, J., Laaksonen, J., Leung, P., Pasupa, K. & Shawe-Taylor, J., 2010, Pinview: Implicit Feedback in Content-Based Image Retrieval. p. 0-0

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

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