 | 2012 |
| 15 |  | Grégoire Montavon,
Mikio L. Braun,
Klaus-Robert Müller:
Deep Boltzmann Machines as Feed-Forward Hierarchies.
Journal of Machine Learning Research - Proceedings Track 22: 798-804 (2012) |
| 2011 |
| 14 |  | Grégoire Montavon,
Mikio L. Braun,
Klaus-Robert Müller:
Kernel Analysis of Deep Networks.
Journal of Machine Learning Research 12: 2563-2581 (2011) |
| 2010 |
| 13 |  | Grégoire Montavon,
Mikio L. Braun,
Klaus-Robert Müller:
Layer-wise analysis of deep networks with Gaussian kernels.
NIPS 2010: 1678-1686 |
| 2009 |
| 12 |  | Nicole Krämer,
Masashi Sugiyama,
Mikio L. Braun:
Lanczos Approximations for the Speedup of Kernel Partial Least Squares Regression.
Journal of Machine Learning Research - Proceedings Track 5: 288-295 (2009) |
| 11 |  | Claudia Sannelli,
Mikio L. Braun,
Klaus-Robert Müller:
Improving BCI performance by task-related trial pruning.
Neural Networks 22(9): 1295-1304 (2009) |
| 2008 |
| 10 |  | Mikio L. Braun,
Joachim M. Buhmann,
Klaus-Robert Müller:
On Relevant Dimensions in Kernel Feature Spaces.
Journal of Machine Learning Research 9: 1875-1908 (2008) |
| 2007 |
| 9 |  | Nicole Krämer,
Mikio L. Braun:
Kernelizing PLS, degrees of freedom, and efficient model selection.
ICML 2007: 441-448 |
| 8 |  | Sören Sonnenburg,
Mikio L. Braun,
Cheng Soon Ong,
Samy Bengio,
Léon Bottou,
Geoffrey Holmes,
Yann LeCun,
Klaus-Robert Müller,
Fernando Pereira,
Carl Edward Rasmussen,
Gunnar Rätsch,
Bernhard Schölkopf,
Alexander J. Smola,
Pascal Vincent,
Jason Weston,
Robert C. Williamson:
The Need for Open Source Software in Machine Learning.
Journal of Machine Learning Research 8: 2443-2466 (2007) |
| 2006 |
| 7 |  | Mikio L. Braun,
Tilman Lange,
Joachim M. Buhmann:
Model Selection in Kernel Methods Based on a Spectral Analysis of Label Information.
DAGM-Symposium 2006: 344-353 |
| 6 |  | Mikio L. Braun,
Joachim M. Buhmann,
Klaus-Robert Müller:
Denoising and Dimension Reduction in Feature Space.
NIPS 2006: 185-192 |
| 5 |  | Mikio L. Braun:
Accurate Error Bounds for the Eigenvalues of the Kernel Matrix.
Journal of Machine Learning Research 7: 2303-2328 (2006) |
| 2004 |
| 4 |  | Tilman Lange,
Volker Roth,
Mikio L. Braun,
Joachim M. Buhmann:
Stability-Based Validation of Clustering Solutions.
Neural Computation 16(6): 1299-1323 (2004) |
| 2002 |
| 3 |  | Volker Roth,
Mikio L. Braun,
Tilman Lange,
Joachim M. Buhmann:
Stability-Based Model Order Selection in Clustering with Applications to Gene Expression Data.
ICANN 2002: 607-612 |
| 2 |  | Tilman Lange,
Mikio L. Braun,
Volker Roth,
Joachim M. Buhmann:
Stability-Based Model Selection.
NIPS 2002: 617-624 |
| 2001 |
| 1 |  | Mikio L. Braun,
Joachim M. Buhmann:
The Noisy Euclidean Traveling Salesman Problem and Learning.
NIPS 2001: 351-358 |