Publications of M Kloft

Widmer, C.; Kloft, M.; Görnitz, N.; Rätsch, G.: Efficient Training of Graph-Regularized Multitask SVMs. In: Machine Learning and Knowledge Discovery in Databases European Conference, ECML PKDD 2012, pp. 633 - 647 (Eds. Flach, P.; De Bie, T.; Cristianini, N.). European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML PKDD 2012), Bristol, UK, September 24, 2012 - September 28, 2012. Springer, Berlin, Germany (2012)

Kloft, M.; Blanchard, G.: The local Rademacher complexity of ℓp-norm multiple kernel learning. In: Advances in Neural Information Processing Systems 24, pp. 2438 - 2446 (Eds. Shawe-Taylor, J.; Zemel, R.; Bartlett, P.; Pereira , F.; Weinberger, K.). 25th Annual Conference on Neural Information Processing Systems (NIPS 2011), Granada, Spain, December 12, 2011 - December 14, 2011. Curran, Red Hook, NY, USA (2012)

Jenssen, R.; Kloft, M.; Sonnenburg, S.; Zien, A.; Müller, K.-R.: A new scatter-based multi-class support vector machine. In: 2011 IEEE International Workshop on Machine Learning for Signal Processing (Ed. Tan, T.). IEEE International Workshop on Machine Learning for Signal Processing (MLSP 2011), Beijing, China, September 18, 2011 - September 21, 2011. IEEE, Piscataway, NJ, USA (2011)

Kloft, M.; Brefeld, U.; Sonnenburg, S.; Laskov, P.; Müller, K.-R.; Zien, A.: Efficient and Accurate Lp-Norm Multiple Kernel Learning. In: Advances in Neural Information Processing Systems 22, pp. 997 - 1005 (Eds. Bengio, Y.; Schuurmans, D.; Lafferty, J.; Williams, C.; Culotta, A.). 23rd Annual Conference on Neural Information Processing Systems (NIPS 2009), Vancouver, BC, Canada, December 07, 2009 - December 10, 2009. Curran, Red Hook, NY, USA (2010)

Kloft, M.; Brefeld, U.; Sonnenburg, S.; Zien, A.: Non-Sparse Regularization and Efficient Training with Multiple Kernels. Electrical Engineering and Computer Sciences: University of California at Berkeley, Berkeley, CA, USA (2010), 43 pp.

Jenssen, R.; Kloft, M.; Zien, A.; Sonnenburg, S.; Müller, K.-R.: A Multi-Class Support Vector Machine Based on Scatter Criteria (Forschungsberichte der Fakultät IV: Elektrotechnik und Informatik, Technische Universität Berlin, 014-2009). (2009)

Kloft, M.; Brefeld, U.; Sonnenburg, S.; Zien, A.: Non-Sparse Regularization for Multiple Kernel Learning. (submitted)