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Kloft, M. ; Brefeld, U. ; Sonnenburg, S. ; Zien, A. (2011):
lp-Norm Multiple Kernel Learning.
In: Journal of Machine Learning Research, 12, pp. 953-997. [Article]
Kloft, M. ; Brefeld, U. ; Sonnenburg, S. ; Laskov, P. ; Müller, K.-R. ; Zien, A. (2010):
Efficient and Accurate $ell_p$-norm Multiple Kernel Learning.
In: Advances in Neural Information Processing Systems,
[Conference or Workshop Item]
Kloft, M. ; Brefeld, U. ; Sonnenburg, S. ; Zien, A. (2010):
Non-Sparse Regularization and Efficient Training with Multiple Kernels.
(UCB/EECS-2010-21), [Report]
Kloft, M. ; Brefeld, U. ; Sonnenburg, S. ; Zien, A. (2009):
Comparing Sparse and Non-sparse Multiple Kernel Learning.
In: Proceedings of the NIPS Workshop on Understanding Multiple Kernel Learning Methods,
[Conference or Workshop Item]
Kloft, M. ; Brefeld, U. ; Sonnenburg, S. ; Zien, A. ; Laskov, P. ; Müller, K.-R. (2009):
Learning Non-Sparse Kernel Mixtures.
In: Proceedings of the PASCAL2 Workshop on Sparsity in Machine Learning and Statistics,
[Conference or Workshop Item]
Zien, A. ; Brefeld, U. ; Scheffer, T. (2007):
Transductive support vector machines for structured variables.
In: Proceedings of the International Conference on Machine Learning,
[Conference or Workshop Item]