Christian Igel

Christian Igel

Professor

Member of:

    Introductory remarks on publicationslist

    This list of pubications is not fully complete.

    For a complete list of older publications as well as papers and software available online please vist my old homepage: https://christian-igel.github.io

    I also maintain a Google Scholar profile: https://scholar.google.dk/citations?user=d-jF4zIAAAAJ


    1. 2010
    2. Improved step size adaptation for the MO-CMA-ES

      Voß, T., Hansen, N. & Igel, Christian, 2010, Proceedings of the Genetic and Evolutionary Computation Conference (GECCO 2010). Association for Computing Machinery, p. 487-494 8 p.

      Research output: Chapter in Book/Report/Conference proceedingArticle in proceedingsResearchpeer-review

    3. Maximum likelihood model selection for 1-norm soft margin SVMs with multiple parameters

      Glasmachers, T. & Igel, Christian, 2010, In: IEEE Transactions on Pattern Analysis and Machine Intelligence. 32, 8, p. 1522-1528 7 p.

      Research output: Contribution to journalJournal articleResearchpeer-review

    4. Neuroevolution strategies

      Igel, Christian, 2010, Learning paradigms in dynamic environments. Hammer, B., Hitzler, P., Maass, W. & Toussaint, M. (eds.). Schloss Dagstuhl - Leibniz-Zentrum für Informatik, p. 6 1 p. (Dagstuhl Seminar Proceedings, Vol. 10302).

      Research output: Chapter in Book/Report/Conference proceedingConference abstract in proceedingsResearch

    5. New uncertainty handling strategies in multi-objective evolutionary optimization

      Voß, T., Trautmann, H. & Igel, Christian, 2010, Parallel Problem Solving from Nature, PPSN XI: 11th International Conference, Kraków, Poland, September 11-15, 2010. Proceedings, Part II. Schaefer, R., Cotta, C., Kołodziej, J. & Rudolph, G. (eds.). Springer, p. 260-269 10 p. (Lecture notes in computer science, Vol. 6239).

      Research output: Chapter in Book/Report/Conference proceedingArticle in proceedingsResearchpeer-review

    6. Scaling up indicator-based MOEAs by approximating the least hypervolume contributor: a preliminary study

      Voß, T., Friedrich, T., Bringmann, K. & Igel, Christian, 2010, Proceedings of the 12th annual conference on Genetic and Evolutionary Computation: GECCO '10. Association for Computing Machinery, p. 1975-1978 4 p.

      Research output: Chapter in Book/Report/Conference proceedingArticle in proceedingsResearchpeer-review

    7. Second-order SMO for SVM online learning

      Igel, Christian, 2010, Learning paradigms in dynamic environments. Hammer, B., Hitzler, P., Maass, W. & Toussaint, M. (eds.). Schloss Dagstuhl - Leibniz-Zentrum für Informatik, p. 5-6 2 p. (Dagstuhl Seminar Proceedings, Vol. 10302).

      Research output: Chapter in Book/Report/Conference proceedingConference abstract in proceedingsResearch

    8. Structure optimization of reservoir networks

      Roeschies, B. & Igel, Christian, 2010, In: Logic Journal of the IGPL. 18, 5, p. 635-669 35 p.

      Research output: Contribution to journalJournal articleResearchpeer-review

    9. 2009
    10. A mesoscopic model of VSD dynamics observed in visual cortex induced by flashed and moving stimuli

      Markounikau, V., Igel, Christian & Jancke, D., 2009, In: Frontiers in Computational Neuroscience.

      Research output: Contribution to journalConference abstract in journalResearchpeer-review

    11. Contrastive divergence learning may diverge when training restricted Boltzmann machines

      Fischer, A. & Igel, Christian, 2009, In: Frontiers in Computational Neuroscience.

      Research output: Contribution to journalConference abstract in journalResearchpeer-review

    12. Efficient covariance matrix update for variable metric evolution strategies

      Suttorp, T., Hansen, N. & Igel, Christian, 2009, In: Machine Learning. 75, 2, p. 167-197 31 p.

      Research output: Contribution to journalJournal articleResearchpeer-review

    ID: 22657401