Mikio L. Braun
Mikio L. Braun
TU Berlin (allumni)
Verified email at zalando.de - Homepage
TitleCited byYear
Stability-based validation of clustering solutions
T Lange, V Roth, ML Braun, JM Buhmann
Neural computation 16 (6), 1299-1323, 2004
4872004
Implementing reproducible research
V Stodden, F Leisch, RD Peng
CRC Press, 2014
2102014
The need for open source software in machine learning
SÃ Sonnenburg, ML Braun, CS Ong, S Bengio, L Bottou, G Holmes, ...
Journal of Machine Learning Research 8 (Oct), 2443-2466, 2007
1842007
Improving human performance in a real operating environment through real-time mental workload detection
J Kohlmorgen, G Dornhege, M Braun, B Blankertz, KR Müller, G Curio, ...
Toward Brain-Computer Interfacing 409422, 2007
1702007
A resampling approach to cluster validation
V Roth, T Lange, M Braun, J Buhmann
Compstat, 123-128, 2002
1612002
Stability-based model selection
T Lange, ML Braun, V Roth, JM Buhmann
Advances in neural information processing systems, 633-642, 2003
1242003
On relevant dimensions in kernel feature spaces
ML Braun, JM Buhmann, KR MÞller
Journal of Machine Learning Research 9 (Aug), 1875-1908, 2008
1152008
Kernel analysis of deep networks
GÊ Montavon, ML Braun, KR MÃŧller
Journal of Machine Learning Research 12 (Sep), 2563-2581, 2011
822011
Accurate error bounds for the eigenvalues of the kernel matrix
ML Braun
Journal of Machine Learning Research 7 (Nov), 2303-2328, 2006
472006
Analyzing local structure in kernel-based learning: Explanation, complexity, and reliability assessment
G Montavon, ML Braun, T Krueger, KR Muller
IEEE Signal Processing Magazine 30 (4), 62-74, 2013
452013
Kernelizing PLS, degrees of freedom, and efficient model selection
N Krämer, ML Braun
Proceedings of the 24th international conference on Machine learning, 441-448, 2007
362007
Hidden markov anomaly detection
N Görnitz, M Braun, M Kloft
International conference on machine learning, 1833-1842, 2015
352015
Spectral properties of the kernel matrix and their relation to kernel methods in machine learning
ML Braun
Universitäts-und Landesbibliothek Bonn, 2005
302005
Fast cross-validation via sequential testing.
T Krueger, D Panknin, ML Braun
Journal of Machine Learning Research 16 (1), 1103-55, 2015
262015
Estimating noise and dimensionality in BCI data sets: towards illiteracy comprehension
C Sannelli, M Braun, M Tangermann, KR Müller
na 1, 1-6, 2008
252008
Stability-based model order selection in clustering with applications to gene expression data
V Roth, ML Braun, T Lange, JM Buhmann
International Conference on Artificial Neural Networks, 607-612, 2002
212002
Improving BCI performance by task-related trial pruning
C Sannelli, M Braun, KR Müller
Neural Networks 22 (9), 1295-1304, 2009
182009
Deep Boltzmann machines as feed-forward hierarchies
G Montavon, M Braun, KR Muller
Artificial Intelligence and Statistics, 798-804, 2012
172012
Learning and evaluation in presence of non-iid label noise
N Görnitz, A Porbadnigk, A Binder, C Sannelli, M Braun, KR Müller, ...
Artificial Intelligence and Statistics, 293-302, 2014
152014
Denoising and dimension reduction in feature space
ML Braun, KR Müller, JM Buhmann
Advances in Neural Information Processing Systems, 185-192, 2007
152007
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Articles 1–20