Mikio L. Braun

According to our database, Mikio L. Braun authored at least 30 papers between 1998 and 2021.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2021

Online Learning Of Neural Computations From Sparse Temporal Feedback.

Mikio Ludwig Braun, Tim P. Vogels

Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

2017

Accurate Maximum-Margin Training for Parsing With Context-Free Grammars.

Alexander Bauer, Mikio L. Braun, Klaus-Robert Müller

IEEE Trans. Neural Networks Learn. Syst., 2017

2016

Language Detection For Short Text Messages In Social Media.

Ivana Balazevic, Mikio Ludwig Braun, Klaus-Robert Müller

CoRR, 2016

2015

Extracting latent brain states - Towards true labels in cognitive neuroscience experiments.

Anne K. Porbadnigk, Nico Görnitz, Claudia Sannelli, Alexander Binder, Mikio L. Braun, Marius Kloft, Klaus-Robert Müller

NeuroImage, 2015

Fast cross-validation via sequential testing.

Tammo Krueger, Danny Panknin, Mikio L. Braun

J. Mach. Learn. Res., 2015

Hidden Markov Anomaly Detection.

Nico Görnitz, Mikio L. Braun, Marius Kloft

Proceedings of the 32nd International Conference on Machine Learning, 2015

2014

Open science in machine learning.

Joaquin Vanschoren, Mikio L. Braun, Cheng Soon Ong

CoRR, 2014

When brain and behavior disagree: Tackling systematic label noise in EEG data with machine learning.

Anne K. Porbadnigk, Nico Görnitz, Claudia Sannelli, Alexander Binder, Mikio L. Braun, Marius Kloft, Klaus-Robert Müller

Proceedings of the 2014 International Winter Workshop on Brain-Computer Interface, 2014

Learning and Evaluation in Presence of Non-i.i.d. Label Noise.

Nico Görnitz, Anne Porbadnigk, Alexander Binder, Claudia Sannelli, Mikio L. Braun, Klaus-Robert Müller, Marius Kloft

Proceedings of the Seventeenth International Conference on Artificial Intelligence and Statistics, 2014

2013

Analyzing Local Structure in Kernel-Based Learning: Explanation, Complexity, and Reliability Assessment.

Grégoire Montavon, Mikio L. Braun, Tammo Krueger, Klaus-Robert Müller

IEEE Signal Process. Mag., 2013

2012

Deep Boltzmann Machines as Feed-Forward Hierarchies.

Grégoire Montavon, Mikio L. Braun, Klaus-Robert Müller

Proceedings of the Fifteenth International Conference on Artificial Intelligence and Statistics, 2012

Quantifying spatiotemporal dynamics of twitter replies to news feeds.

Felix Bießmann, Jens-Michalis Papaioannou, Andreas Harth, M. L. Jugel, Klaus-Robert Müller, Mikio L. Braun

Proceedings of the IEEE International Workshop on Machine Learning for Signal Processing, 2012

Canonical Trends: Detecting Trend Setters in Web Data.

Felix Bießmann, Jens-Michalis Papaioannou, Mikio L. Braun, Andreas Harth

Proceedings of the 29th International Conference on Machine Learning, 2012

2011

Kernel Analysis of Deep Networks.

Grégoire Montavon, Mikio L. Braun, Klaus-Robert Müller

J. Mach. Learn. Res., 2011

2010

Layer-wise analysis of deep networks with Gaussian kernels.

Grégoire Montavon, Mikio L. Braun, Klaus-Robert Müller

Proceedings of the Advances in Neural Information Processing Systems 23: 24th Annual Conference on Neural Information Processing Systems 2010. Proceedings of a meeting held 6-9 December 2010, 2010

2009

Improving BCI performance by task-related trial pruning.

Claudia Sannelli, Mikio L. Braun, Klaus-Robert Müller

Neural Networks, 2009

Lanczos Approximations for the Speedup of Kernel Partial Least Squares Regression.

Nicole Krämer, Masashi Sugiyama, Mikio L. Braun

Proceedings of the Twelfth International Conference on Artificial Intelligence and Statistics, 2009

2008

On Relevant Dimensions in Kernel Feature Spaces.

Mikio L. Braun, Joachim M. Buhmann, Klaus-Robert Müller

J. Mach. Learn. Res., 2008

2007

The Need for Open Source Software in Machine Learning.

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

J. Mach. Learn. Res., 2007

Kernelizing PLS, degrees of freedom, and efficient model selection.

Nicole Krämer, Mikio L. Braun

Proceedings of the Machine Learning, 2007

2006

Accurate Error Bounds for the Eigenvalues of the Kernel Matrix.

Mikio L. Braun

J. Mach. Learn. Res., 2006

Denoising and Dimension Reduction in Feature Space.

Mikio L. Braun, Joachim M. Buhmann, Klaus-Robert Müller

Proceedings of the Advances in Neural Information Processing Systems 19, 2006

Model Selection in Kernel Methods Based on a Spectral Analysis of Label Information.

Mikio L. Braun, Tilman Lange, Joachim M. Buhmann

Proceedings of the Pattern Recognition, 2006

2005

Spectral properties of the kernel matrix and their relation to kernel methods in machine learning.

Mikio Ludwig Braun

PhD thesis, 2005

2004

Stability-Based Validation of Clustering Solutions.

Tilman Lange, Volker Roth, Mikio L. Braun, Joachim M. Buhmann

Neural Comput., 2004

2002

Stability-Based Model Selection.

Tilman Lange, Mikio L. Braun, Volker Roth, Joachim M. Buhmann

Proceedings of the Advances in Neural Information Processing Systems 15 [Neural Information Processing Systems, 2002

Stability-Based Model Order Selection in Clustering with Applications to Gene Expression Data.

Volker Roth, Mikio L. Braun, Tilman Lange, Joachim M. Buhmann

Proceedings of the Artificial Neural Networks, 2002

A Resampling Approach to Cluster Validation.

Volker Roth, Tilman Lange, Mikio L. Braun, Joachim M. Buhmann

Proceedings of the COMPSTAT 2002, 2002

2001

The Noisy Euclidean Traveling Salesman Problem and Learning.

Mikio L. Braun, Joachim M. Buhmann

Proceedings of the Advances in Neural Information Processing Systems 14 [Neural Information Processing Systems: Natural and Synthetic, 2001

1998

Retina implant adjustment with reinforcement learning.

Michael Becker, Mikio L. Braun, Rolf Eckmiller

Proceedings of the 1998 IEEE International Conference on Acoustics, 1998