Mikio L. Braun

Publication Activity (10 Years)

Years Active: 1998-2017
Publications (10 Years): 1

Top Topics

Top Venues

IEEE Trans. Neural Networks Learn. Syst.

Publications

Alexander Bauer, Mikio L. Braun, Klaus-Robert Müller
Accurate Maximum-Margin Training for Parsing With Context-Free Grammars. IEEE Trans. Neural Networks Learn. Syst. 28 (1) (2017)
Anne K. Porbadnigk, Nico Görnitz, Claudia Sannelli, Alexander Binder, Mikio L. Braun, Marius Kloft, Klaus-Robert Müller
Extracting latent brain states - Towards true labels in cognitive neuroscience experiments. NeuroImage 120 (2015)
Nico Görnitz, Mikio L. Braun, Marius Kloft
Hidden Markov Anomaly Detection. ICML (2015)
Tammo Krueger, Danny Panknin, Mikio L. Braun
Fast cross-validation via sequential testing. J. Mach. Learn. Res. 16 (2015)
Nico Görnitz, Anne Porbadnigk, Alexander Binder, Claudia Sannelli, Mikio L. Braun, Klaus-Robert Müller, Marius Kloft
Learning and Evaluation in Presence of Non-i.i.d. Label Noise. AISTATS (2014)
Anne K. Porbadnigk, Nico Görnitz, Claudia Sannelli, Alexander Binder, Mikio L. Braun, Marius Kloft, Klaus-Robert Müller
When brain and behavior disagree: Tackling systematic label noise in EEG data with machine learning. BCI (2014)
Joaquin Vanschoren, Mikio L. Braun, Cheng Soon Ong
Open science in machine learning. CoRR (2014)
Grégoire Montavon, Mikio L. Braun, Tammo Krueger, Klaus-Robert Müller
Analyzing Local Structure in Kernel-Based Learning: Explanation, Complexity, and Reliability Assessment. IEEE Signal Process. Mag. 30 (4) (2013)
Felix Bießmann, Jens-Michalis Papaioannou, Andreas Harth, M. L. Jugel, Klaus-Robert Müller, Mikio L. Braun
Quantifying spatiotemporal dynamics of twitter replies to news feeds. MLSP (2012)
Tammo Krueger, Danny Panknin, Mikio L. Braun
Fast Cross-Validation via Sequential Testing CoRR (2012)
Grégoire Montavon, Mikio L. Braun, Klaus-Robert Müller
Deep Boltzmann Machines as Feed-Forward Hierarchies. AISTATS (2012)
Felix Bießmann, Jens-Michalis Papaioannou, Mikio L. Braun, Andreas Harth
Canonical Trends: Detecting Trend Setters in Web Data. ICML (2012)
Grégoire Montavon, Mikio L. Braun, Klaus-Robert Müller
Kernel Analysis of Deep Networks. J. Mach. Learn. Res. 12 (2011)
Grégoire Montavon, Mikio L. Braun, Klaus-Robert Müller
Layer-wise analysis of deep networks with Gaussian kernels. NIPS (2010)
Nicole Krämer, Masashi Sugiyama, Mikio L. Braun
Lanczos Approximations for the Speedup of Kernel Partial Least Squares Regression. AISTATS (2009)
Claudia Sannelli, Mikio L. Braun, Klaus-Robert Müller
Improving BCI performance by task-related trial pruning. Neural Networks 22 (9) (2009)
Mikio L. Braun, Joachim M. Buhmann, Klaus-Robert Müller
On Relevant Dimensions in Kernel Feature Spaces. J. Mach. Learn. Res. 9 (2008)
Nicole Krämer, Mikio L. Braun
Kernelizing PLS, degrees of freedom, and efficient model selection. ICML (2007)
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. J. Mach. Learn. Res. 8 (2007)
Mikio L. Braun
Accurate Error Bounds for the Eigenvalues of the Kernel Matrix. J. Mach. Learn. Res. 7 (2006)
Mikio L. Braun, Tilman Lange, Joachim M. Buhmann
Model Selection in Kernel Methods Based on a Spectral Analysis of Label Information. DAGM-Symposium (2006)
Mikio L. Braun, Joachim M. Buhmann, Klaus-Robert Müller
Denoising and Dimension Reduction in Feature Space. NIPS (2006)
Tilman Lange, Volker Roth, Mikio L. Braun, Joachim M. Buhmann
Stability-Based Validation of Clustering Solutions. Neural Comput. 16 (6) (2004)
Volker Roth, Tilman Lange, Mikio L. Braun, Joachim M. Buhmann
A Resampling Approach to Cluster Validation. COMPSTAT (2002)
Tilman Lange, Mikio L. Braun, Volker Roth, Joachim M. Buhmann
Stability-Based Model Selection. NIPS (2002)
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)
Mikio L. Braun, Joachim M. Buhmann
The Noisy Euclidean Traveling Salesman Problem and Learning. NIPS (2001)
Michael Becker, Mikio L. Braun, Rolf Eckmiller
Retina implant adjustment with reinforcement learning. ICASSP (1998)