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Zeitschriftenartikel (15)

  1. 1.
    Zeitschriftenartikel
    Gretton, A.; Borgwardt, K.; Rasch, M.; Schölkopf, B.; Smola, A.: A Kernel Two-Sample Test. Journal of Machine Learning Research 13, S. 723 - 773 (2012)
  2. 2.
    Zeitschriftenartikel
    Song, L.; Smola, A.; Gretton, A.; Bedo, J.; Borgwardt, K.: Feature Selection via Dependence Maximization. Journal of Machine Learning Research 13, S. 1393 - 1434 (2012)
  3. 3.
    Zeitschriftenartikel
    Blaschko, M.; Shelton, J.; Bartels, A.; Lampert, C.; Gretton, A.: Semi-supervised kernel canonical correlation analysis with application to human fMRI. Pattern Recognition Letters 32 (11), S. 1572 - 1583 (2011)
  4. 4.
    Zeitschriftenartikel
    Thoma, M.; Cheng, H.; Gretton, A.; Han, J.; Kriegel, H.-P.; Smola, A.; Song, L.; Yu, P.; Yan, X.; Borgwardt, K.: Discriminative frequent subgraph mining with optimality guarantees. Statistical Analysis and Data Mining 3 (5), S. 302 - 318 (2010)
  5. 5.
    Zeitschriftenartikel
    Biessmann, F.; Meinecke, F.; Gretton, A.; Rauch, A.; Rainer, G.; Logothetis, N.; Müller, K.-R.: Temporal Kernel CCA and its Application in Multimodal Neuronal Data Analysis. Machine Learning 79 (1-2), S. 5 - 27 (2010)
  6. 6.
    Zeitschriftenartikel
    Sriperumbudur, B.; Gretton, A.; Fukumizu, K.; Schölkopf, B.; Lanckriet, G.: Hilbert Space Embeddings and Metrics on Probability Measures. Journal of Machine Learning Research 11, S. 1517 - 1561 (2010)
  7. 7.
    Zeitschriftenartikel
    Shen, H.; Jegelka, S.; Gretton, A.: Fast Kernel-Based Independent Component Analysis. IEEE Transactions on Signal Processing 57 (9), S. 3498 - 3511 (2009)
  8. 8.
    Zeitschriftenartikel
    Ku, S.-P.; Gretton, A.; Macke, J.; Logothetis, N.: Comparison of Pattern Recognition Methods in Classifying High-resolution BOLD Signals Obtained at High Magnetic Field in Monkeys. Magnetic Resonance Imaging 26 (7), S. 1007 - 1014 (2008)
  9. 9.
    Zeitschriftenartikel
    Belitski, A.; Gretton, A.; Magri, C.; Murayama, Y.; Montemurro, M.; Logothetis, N.; Panzeri, S.: Low-frequency Local Field Potentials and Spikes in Primary Visual Cortex Convey Independent Visual Information. The Journal of Neuroscience 28 (22), S. 5696 - 5709 (2008)
  10. 10.
    Zeitschriftenartikel
    Rasch, M.; Gretton, A.; Murayama, Y.; Maass, W.; Logothetis, N.: Inferring Spike Trains From Local Field Potentials. Journal of Neurophysiology 99 (3), S. 1461 - 1476 (2008)
  11. 11.
    Zeitschriftenartikel
    Fukumizu, K.; Bach, F.; Gretton, A.: Statistical Consistency of Kernel Canonical Correlation Analysis. The Journal of Machine Learning Research 8, S. 361 - 383 (2007)
  12. 12.
    Zeitschriftenartikel
    Davy, M.; Desodry, F.; Gretton, A.; Doncarli, C.: An Online Support Vector Machine for Abnormal Events Detection. Signal Processing 86 (8), S. 2009 - 2025 (2006)
  13. 13.
    Zeitschriftenartikel
    Gretton, A.; Belitski, A.; Murayama, Y.; Schölkopf, B.; Logothetis, N.: The Effect of Artifacts on Dependence Measurement in fMRI. Magnetic Resonance Imaging 24 (4), S. 401 - 409 (2006)
  14. 14.
    Zeitschriftenartikel
    Gretton, A.; Herbrich, R.; Smola, A.; Bousquet, O.; Schölkopf, B.: Kernel Methods for Measuring Independence. The Journal of Machine Learning Research 6, S. 2075 - 2129 (2005)
  15. 15.
    Zeitschriftenartikel
    Davy, M.; Gretton, A.; Doucet, A.; Rayner, P.: Optimized Support Vector Machines for Nonstationary Signal Classification. IEEE Signal Processing Letters 9 (12), S. 442 - 445 (2002)

Buchkapitel (2)

  1. 16.
    Buchkapitel
    Gretton, A.; Smola, A.; Huang, J.; Schmittfull, M.; Borgwardt, K.; Schölkopf, B.: Covariate Shift by Kernel Mean Matching. In: Dataset Shift in Machine Learning, S. 131 - 160 (Hg. Quiñonero-Candela, J.; Sugiyama, M.; Schwaighofer, A.; Lawrence, N.). MIT Press, Cambridge, MA, USA (2009)
  2. 17.
    Buchkapitel
    Jegelka, S.; Gretton, A.: Brisk Kernel ICA. In: Large Scale Kernel Machines, S. 225 - 250 (Hg. Bottou, L.; Chapelle, O.; DeCoste, D.; Weston, J.). MIT Press, Cambridge, MA, USA (2007)

Konferenzbeitrag (41)

  1. 18.
    Konferenzbeitrag
    Sriperumbudur, B.; Fukumizu, K.; Gretton, A.; Schölkopf, B.; Lanckriet, G.: Non-parametric estimation of integral probability metrics. In: IEEE International Symposium on Information Theory (ISIT 2010), S. 1428 - 1432. IEEE International Symposium on Information Theory (ISIT 2010), Austin, TX, USA, 13. Juni 2010 - 18. Juni 2010. IEEE, Piscataway, NJ, USA (2010)
  2. 19.
    Konferenzbeitrag
    Gretton, A.; Fukumizu, K.; Harchaoui, Z.; Sriperumbudur, B.: A Fast, Consistent Kernel Two-Sample Test. In: Advances in Neural Information Processing Systems 22, S. 673 - 681 (Hg. Bengio, Y.; Schuurmans, D.; Lafferty, J.; Williams, C.; Culotta, A.). 23rd Annual Conference on Neural Information Processing Systems (NIPS 2009), Vancouver, BC, Canada, 07. Dezember 2009 - 10. Dezember 2009. Curran, Red Hook, NY, USA (2010)
  3. 20.
    Konferenzbeitrag
    Sriperumbudur, B.; Fukumizu, K.; Gretton, A.; Lanckriet, G.; Schölkopf, B.: Kernel Choice and Classifiability for RKHS Embeddings of Probability Distributions. In: Advances in Neural Information Processing Systems 22, S. 1750 - 1758 (Hg. Bengio, Y.; Schuurmans, D.; Lafferty, J.; Williams, C.; Culotta, A.). 23rd Annual Conference on Neural Information Processing Systems (NIPS 2009), Vancouver, BC, Canada, 07. Dezember 2009 - 10. Dezember 2009. Curran, Red Hook, NY, USA (2010)
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