Christian Igel

Christian Igel


Kommentarer til publikationsliste

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:

I also maintain a Google Scholar profile:

  1. A No-Free-Lunch theorem for non-uniform distributions of target functions. / Igel, Christian; Toussaint, M.

    I: Journal of Mathematical Modelling and Algorithms, Bind 3, Nr. 4, 2004, s. 313-322.

    Publikation: Bidrag til tidsskriftTidsskriftartikelForskningfagfællebedømt

  2. Udgivet

    A bound for the convergence rate of parallel tempering for sampling restricted Boltzmann machines. / Fischer, Asja; Igel, Christian.

    I: Theoretical Computer Science, Bind 598, 2015, s. 102-117.

    Publikation: Bidrag til tidsskriftTidsskriftartikelForskningfagfællebedømt

  3. A computational efficient covariance matrix update and a (1+1)-CMA for evolution strategies. / Igel, Christian; Suttorp, Thorsten; Hansen, Nikolaus.

    Proceedings of the 8th annual Conference on Genetic and Evolutionary Computation: GECCO '06. Association for Computing Machinery, 2006. s. 453-460.

    Publikation: Bidrag til bog/antologi/rapportKonferencebidrag i proceedingsForskningfagfællebedømt

  4. A dynamic neural field model of mesoscopic cortical activity captured with voltage-sensitive dye imaging. / Markounikau, Valentin; Igel, Christian; Grinvald, Amiram; Jancke, Dirk.

    I: P L o S Computational Biology, Bind 6, Nr. 9, e1000919, 2010.

    Publikation: Bidrag til tidsskriftTidsskriftartikelForskningfagfællebedømt

  5. A mesoscopic model of VSD dynamics observed in visual cortex induced by flashed and moving stimuli. / Markounikau, Valentin; Igel, Christian; Jancke, Dirk.

    I: Frontiers in Computational Neuroscience, 2009.

    Publikation: Bidrag til tidsskriftKonferenceabstrakt i tidsskriftForskningfagfællebedømt

  6. Udgivet

    A more efficient rank-one covariance matrix update for evolution strategies. / Krause, Oswin; Igel, Christian.

    Proceedings of the 2015 ACM Conference on Foundations of Genetic Algorithms XIII. Association for Computing Machinery, 2015. s. 129-136.

    Publikation: Bidrag til bog/antologi/rapportKonferencebidrag i proceedingsForskningfagfællebedømt

  7. Udgivet

    A note on extending generalization bounds for binary large-margin classifiers to multiple classes. / Dogan, Ürün; Glasmachers, Tobias; Igel, Christian.

    Machine learning and knowledge discovery in databases: European Conference, ECML PKDD 2012, Bristol, UK, September 24-28, 2012. Proceedings, Part I. red. / Peter A. Flach; Tijl De Bie; Nello Cristianini. Springer, 2012. s. 122-129 (Lecture notes in computer science, Bind 7523).

    Publikation: Bidrag til bog/antologi/rapportBidrag til bog/antologiForskningfagfællebedømt

  8. Udgivet

    A note on generalization loss when evolving adaptive pattern recognition systems. / Igel, Christian.

    I: I E E E Transactions on Evolutionary Computation, Bind 17, Nr. 3, 2013, s. 345-352.

    Publikation: Bidrag til tidsskriftTidsskriftartikelForskningfagfællebedømt

  9. Udgivet

    A strongly quasiconvex PAC-Bayesian bound. / Thiemann, Niklas; Igel, Christian; Wintenberger, Olivier; Seldin, Yevgeny.

    Proceedings of International Conference on Algorithmic Learning Theory, 15-17 October 2017, Kyoto University, Kyoto, Japan . red. / Steve Hanneke; Lev Reyzin. Proceedings of Machine Learning Research, 2017. s. 466-492 (Proceedings of Machine Learning Research, Bind 76).

    Publikation: Bidrag til bog/antologi/rapportKonferencebidrag i proceedingsForskningfagfællebedømt

  10. Udgivet

    A unified view on multi-class support vector classification. / Doğan, Ürün; Glasmachers, Tobias; Igel, Christian.

    I: Journal of Machine Learning Research, Bind 17, 45, 2016.

    Publikation: Bidrag til tidsskriftTidsskriftartikelForskningfagfællebedømt

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