Peter Auer

Publikationen

  1. 2012
  2. Veröffentlicht

    PAC-Bayesian Analysis of Contextual Bandits

    Seldin, Y., Auer, P., Laviolette, F., Shawe-Taylor, J. S. & Ortner, R. 2012 Advances in Neural Information Processing Systems 24. MIT Press, S. 1683-1691

    Forschungsoutput: ForschungBeitrag in Konferenzband

  3. Veröffentlicht

    PAC-Bayesian Inequalities for Martingales.

    Seldin, Y., Laviolette, F., Cesa-Bianchi, N., Shawe-Taylor, J. & Auer, P. 2012 in : IEEE transactions on information theory. 58, S. 7086-7093

    Forschungsoutput: Forschung - (peer-reviewed)Artikel

  4. Veröffentlicht

    Regret Bounds for Restless Markov Bandits

    Ortner, R., Ryabko, D., Auer, P. & Munos, R. 2012 Algorithmic Learning Theory 23rd International Conference, ALT 2012, Lyon, France, October 29-31, 2012. Proceedings. S. 214-228

    Forschungsoutput: ForschungBeitrag in Konferenzband

  5. 2011
  6. Veröffentlicht

    Exploration and Exploitation in Online Learning

    Auer, P. 2011 International Conference on Adaptive and Intelligent Symstems - ICAIS 2011. S. 2-2

    Forschungsoutput: ForschungBeitrag in Konferenzband

  7. Veröffentlicht

    Geochemical fingerprinting of coltan ores by machine learning on uneven data sets

    Savu-Krohn, C., Rantitsch, G., Auer, P., Melcher, F. & Graupner, T. 2011 in : Natural Resources Research. 20, S. 177-191

    Forschungsoutput: Forschung - (peer-reviewed)Artikel

  8. Veröffentlicht

    Geochemical fingerprinting of coltan ores by machine learning on uneven datasets

    Savu-Krohn, C., Rantitsch, G., Auer, P., Melcher, F. & Graupner, T. 2011 in : Natural Resources Research. 20, 3, S. 177-191

    Forschungsoutput: Forschung - (peer-reviewed)Artikel

  9. Veröffentlicht

    Models for Autonomously Motivated Exploration in Reinforcement Learning

    Auer, P., Lim, S. H. & Watkins, C. 2011 The Fourteenth International Conference on Discovery Science (DS 2011). S. 29-29

    Forschungsoutput: ForschungBeitrag in Konferenzband

  10. Veröffentlicht

    Noisy Search with Comparative Feedback

    Auer, P. & Lim, S. H. 2011

    Forschungsoutput: Forschung - (peer-reviewed)Poster

  11. Veröffentlicht

    PAC-Bayesian Analysis of Contextual Bandits

    Seldin, Y., Auer, P., Laviolette, F., Shawe-Taylor, J. S. & Ortner, R. 2011

    Forschungsoutput: Forschung - (peer-reviewed)Poster

  12. Veröffentlicht

    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. S. 189-203

    Forschungsoutput: ForschungBeitrag in Konferenzband