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All publications by Mikio L. Braun
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Canonical Trends: Detecting Trend Setters in Web Data
Felix Biessmann, Jens-michalis Papaioannou, Andreas Harth and Mikio L. Braun
Proceedings of the 29th International Conference on Machine Learning (ICML-12), 2012


Deep Boltzmann Machines as Feed-Forward Hierarchies
Grégoire Montavon, Mikio L. Braun and Klaus-robert Müller
Proceedings of the Fifteenth International Conference on Artificial Intelligence and Statistics (AISTATS-12), 2012


Layer-wise analysis of deep networks with Gaussian kernels
Grégoire Montavon, Klaus-robert Müller and Mikio L. Braun
Advances in Neural Information Processing Systems 23, 2010


Lanczos Approximations for the Speedup of Kernel Partial Least Squares Regression
Nicole Krämer, Masashi Sugiyama and Mikio L. Braun
Proceedings of the Twelfth International Conference on Artificial Intelligence and Statistics (AISTATS-09), 2009


On Relevant Dimensions in Kernel Feature Spaces
Mikio L. Braun, Joachim M. Buhmann and Klaus-robert Müller
Journal of Machine Learning Research, 2008


Kernelizing PLS, degrees of freedom, and efficient model selection
Nicole Krämer and Mikio L. Braun
Proceedings of the 24th International Conference on Machine Learning (ICML-07), 2007


The Need for Open Source Software in Machine Learning
Sören Sonnenburg, Mikio L. Braun, Cheng S. Ong, Samy Bengio, Léon Bottou, Geoffrey Holmes, Yann Lecun, Klaus-robert Müller, Fernando Pereira, Carl E. Rasmussen, Gunnar Rätsch, Bernhard Schölkopf, Pascal Vincent, Jason Weston, Robert C. Williamson and Alex J. Smola
Journal of Machine Learning Research, 2007


Denoising and Dimension Reduction in Feature Space
Mikio L. Braun, Klaus-robert Müller and Joachim M. Buhmann
Advances in Neural Information Processing Systems 19, 2006


Accurate Error Bounds for the Eigenvalues of the Kernel Matrix
Mikio L. Braun
Journal of Machine Learning Research, 2006


Stability-Based Model Selection
Tilman Lange, Mikio L. Braun, Volker Roth and Joachim M. Buhmann
Advances in Neural Information Processing Systems 15, 2002


The Noisy Euclidean Traveling Salesman Problem and Learning
Mikio L. Braun and Joachim M. Buhmann
Advances in Neural Information Processing Systems 14, 2001