Christian Igel

Christian Igel

Professor

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: http://image.diku.dk/igel

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


  1. Approximation of Gaussian process regression models after training

    Suttorp, T. & Igel, Christian, 2008, ESANN 2008: 16th European Symposium on Artificial Neural Networks. D-side Publications, s. 427-432 6 s. ES2008-84

    Publikation: Bidrag til bog/antologi/rapportKonferencebidrag i proceedingsForskningfagfællebedømt

  2. Application and optimization of neural field dynamics for driver assistance

    Edelbrunner, H., Handmann, U., Igel, Christian, Leefken, I. & von Seelen, W., 2001, Proceedings of the 2001 IEEE Intelligent Transportation Systems. IEEE, s. 309-314 6 s.

    Publikation: Bidrag til bog/antologi/rapportKonferencebidrag i proceedingsForskningfagfællebedømt

  3. Udgivet

    An introduction to restricted Boltzmann machines

    Fischer, A. & Igel, Christian, 2012, Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications: 17th Iberoamerican Congress, CIARP 2012, Buenos Aires, Argentina, September 3-6, 2012. Proceedings. Alvarez, L., Mejail, M., Gomez, L. & Jacobo, J. (red.). Springer, s. 14-36 23 s. (Lecture notes in computer science, Bind 7441).

    Publikation: Bidrag til bog/antologi/rapportKonferencebidrag i proceedingsForskningfagfællebedømt

  4. Udgivet

    Algorithms for estimating the partition function of restricted Boltzmann machines

    Krause, Oswin, Fischer, A. & Igel, Christian, jan. 2020, I : Artificial Intelligence. 278, 19 s., 103195.

    Publikation: Bidrag til tidsskriftTidsskriftartikelForskningfagfællebedømt

  5. Udgivet

    Adaptive pattern recognition in real-time video-based soccer analysis

    Schlipsing, M., Salmen, J., Tschentscher, M. & Igel, Christian, jun. 2017, I : Journal of Real-Time Image Processing. 13, 2, s. 345–361 17 s.

    Publikation: Bidrag til tidsskriftTidsskriftartikelForskningfagfællebedømt

  6. Udgivet

    Active learning with support vector machines

    Kremer, J., Pedersen, Kim Steenstrup & Igel, Christian, 2014, I : Wiley Interdisciplinary Reviews: Data Mining and Knowledge Discovery. 4, 4, s. 313-326 14 s.

    Publikation: Bidrag til tidsskriftReviewForskningfagfællebedømt

  7. Udgivet

    Accurate segmentation of dental panoramic radiographs with u-NETS

    Koch, Thorbjørn Louring, Perslev, Mathias, Igel, Christian & Brandt, Sami Sebastian, 2019, ISBI 2019 - 2019 IEEE International Symposium on Biomedical Imaging. IEEE, s. 15-19

    Publikation: Bidrag til bog/antologi/rapportKonferencebidrag i proceedingsForskningfagfællebedømt

  8. Udgivet

    A unified view on multi-class support vector classification

    Doğan, Ü., Glasmachers, T. & Igel, Christian, 2016, I : Journal of Machine Learning Research. 17, 32 s., 45.

    Publikation: Bidrag til tidsskriftTidsskriftartikelForskningfagfællebedømt

  9. Udgivet

    A strongly quasiconvex PAC-Bayesian bound

    Thiemann, N., Igel, Christian, Wintenberger, O. & Seldin, Yevgeny, 2017, Proceedings of International Conference on Algorithmic Learning Theory, 15-17 October 2017, Kyoto University, Kyoto, Japan . Hanneke, S. & Reyzin, L. (red.). Proceedings of Machine Learning Research, s. 466-492 (Proceedings of Machine Learning Research, Bind 76).

    Publikation: Bidrag til bog/antologi/rapportKonferencebidrag i proceedingsForskningfagfællebedømt

  10. Udgivet

    A note on generalization loss when evolving adaptive pattern recognition systems

    Igel, Christian, 2013, I : I E E E Transactions on Evolutionary Computation. 17, 3, s. 345-352 8 s.

    Publikation: Bidrag til tidsskriftTidsskriftartikelForskningfagfællebedømt

  11. Udgivet

    A note on extending generalization bounds for binary large-margin classifiers to multiple classes

    Dogan, Ü., Glasmachers, T. & Igel, Christian, 2012, Machine learning and knowledge discovery in databases: European Conference, ECML PKDD 2012, Bristol, UK, September 24-28, 2012. Proceedings, Part I. Flach, P. A., Bie, T. D. & Cristianini, N. (red.). Springer, s. 122-129 8 s. (Lecture notes in computer science, Bind 7523).

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

  12. Udgivet

    A more efficient rank-one covariance matrix update for evolution strategies

    Krause, Oswin & Igel, Christian, 2015, Proceedings of the 2015 ACM Conference on Foundations of Genetic Algorithms XIII. Association for Computing Machinery, s. 129-136 8 s.

    Publikation: Bidrag til bog/antologi/rapportKonferencebidrag i proceedingsForskningfagfællebedømt

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

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

    Publikation: Bidrag til tidsskriftKonferenceabstrakt i tidsskriftForskningfagfællebedømt

  14. A dynamic neural field model of mesoscopic cortical activity captured with voltage-sensitive dye imaging

    Markounikau, V., Igel, Christian, Grinvald, A. & Jancke, D., 2010, I : P L o S Computational Biology. 6, 9, 14 s., e1000919.

    Publikation: Bidrag til tidsskriftTidsskriftartikelForskningfagfællebedømt

  15. A computational efficient covariance matrix update and a (1+1)-CMA for evolution strategies

    Igel, Christian, Suttorp, T. & Hansen, N., 2006, Proceedings of the 8th annual Conference on Genetic and Evolutionary Computation: GECCO '06. Association for Computing Machinery, s. 453-460 8 s.

    Publikation: Bidrag til bog/antologi/rapportKonferencebidrag i proceedingsForskningfagfællebedømt

  16. Udgivet

    A bound for the convergence rate of parallel tempering for sampling restricted Boltzmann machines

    Fischer, A. & Igel, Christian, 2015, I : Theoretical Computer Science. 598, s. 102-117 16 s.

    Publikation: Bidrag til tidsskriftTidsskriftartikelForskningfagfællebedømt

  17. A No-Free-Lunch theorem for non-uniform distributions of target functions

    Igel, Christian & Toussaint, M., 2004, I : Journal of Mathematical Modelling and Algorithms. 3, 4, s. 313-322 10 s.

    Publikation: Bidrag til tidsskriftTidsskriftartikelForskningfagfællebedømt

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