Mikio L. Braun

28 papers A* 3A 3C 1Misc 1Journal 12Unranked 8
YearRankTypeTitle / Venue / Authors
2017 J jnl
Accurate Maximum-Margin Training for Parsing With Context-Free Grammars.
IEEE Trans. Neural Networks Learn. Syst.
Alexander Bauer, Mikio L. Braun, Klaus-Robert Müller
2015 J jnl
Extracting latent brain states - Towards true labels in cognitive neuroscience experiments.
NeuroImage
Anne K. Porbadnigk, Nico Görnitz, Claudia Sannelli, Alexander Binder, Mikio L. Braun, Marius Kloft, Klaus-Robert Müller
2015 J jnl
Fast cross-validation via sequential testing.
J. Mach. Learn. Res.
Tammo Krueger, Danny Panknin, Mikio L. Braun
2015 A* conf
Hidden Markov Anomaly Detection.
ICML
Nico Görnitz, Mikio L. Braun, Marius Kloft
2014 A conf
Learning and Evaluation in Presence of Non-i.i.d. Label Noise.
AISTATS
Nico Görnitz, Anne Porbadnigk, Alexander Binder, Claudia Sannelli, Mikio L. Braun, Klaus-Robert Müller, Marius Kloft
2014 J jnl
Open science in machine learning.
CoRR
Joaquin Vanschoren, Mikio L. Braun, Cheng Soon Ong
2014 — conf
When brain and behavior disagree: Tackling systematic label noise in EEG data with machine learning.
BCI
Anne K. Porbadnigk, Nico Görnitz, Claudia Sannelli, Alexander Binder, Mikio L. Braun, Marius Kloft, Klaus-Robert Müller
2013 J jnl
Analyzing Local Structure in Kernel-Based Learning: Explanation, Complexity, and Reliability Assessment.
IEEE Signal Process. Mag.
Grégoire Montavon, Mikio L. Braun, Tammo Krueger, Klaus-Robert Müller
2012 A* conf
Canonical Trends: Detecting Trend Setters in Web Data.
ICML
Felix Bießmann, Jens-Michalis Papaioannou, Mikio L. Braun, Andreas Harth
2012 A conf
Deep Boltzmann Machines as Feed-Forward Hierarchies.
AISTATS
Grégoire Montavon, Mikio L. Braun, Klaus-Robert Müller
2012 J jnl
Fast Cross-Validation via Sequential Testing
CoRR
Tammo Krueger, Danny Panknin, Mikio L. Braun
2012 — conf
Quantifying spatiotemporal dynamics of twitter replies to news feeds.
MLSP
Felix Bießmann, Jens-Michalis Papaioannou, Andreas Harth, M. L. Jugel, Klaus-Robert Müller, Mikio L. Braun
2011 J jnl
Kernel Analysis of Deep Networks.
J. Mach. Learn. Res.
Grégoire Montavon, Mikio L. Braun, Klaus-Robert Müller
2010 — conf
Layer-wise analysis of deep networks with Gaussian kernels.
NIPS
Grégoire Montavon, Mikio L. Braun, Klaus-Robert Müller
2009 J jnl
Improving BCI performance by task-related trial pruning.
Neural Networks
Claudia Sannelli, Mikio L. Braun, Klaus-Robert Müller
2009 A conf
Lanczos Approximations for the Speedup of Kernel Partial Least Squares Regression.
AISTATS
Nicole Krämer, Masashi Sugiyama, Mikio L. Braun
2008 J jnl
On Relevant Dimensions in Kernel Feature Spaces.
J. Mach. Learn. Res.
Mikio L. Braun, Joachim M. Buhmann, Klaus-Robert Müller
2007 A* conf
Kernelizing PLS, degrees of freedom, and efficient model selection.
ICML
Nicole Krämer, Mikio L. Braun
2007 J jnl
The Need for Open Source Software in Machine Learning.
J. Mach. Learn. Res.
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
2006 J jnl
Accurate Error Bounds for the Eigenvalues of the Kernel Matrix.
J. Mach. Learn. Res.
Mikio L. Braun
2006 — conf
Denoising and Dimension Reduction in Feature Space.
NIPS
Mikio L. Braun, Joachim M. Buhmann, Klaus-Robert Müller
2006 — conf
Model Selection in Kernel Methods Based on a Spectral Analysis of Label Information.
DAGM-Symposium
Mikio L. Braun, Tilman Lange, Joachim M. Buhmann
2004 J jnl
Stability-Based Validation of Clustering Solutions.
Neural Comput.
Tilman Lange, Volker Roth, Mikio L. Braun, Joachim M. Buhmann
2002 — conf
A Resampling Approach to Cluster Validation.
COMPSTAT
Volker Roth, Tilman Lange, Mikio L. Braun, Joachim M. Buhmann
2002 C conf
Stability-Based Model Order Selection in Clustering with Applications to Gene Expression Data.
ICANN
Volker Roth, Mikio L. Braun, Tilman Lange, Joachim M. Buhmann
2002 — conf
Stability-Based Model Selection.
NIPS
Tilman Lange, Mikio L. Braun, Volker Roth, Joachim M. Buhmann
2001 — conf
The Noisy Euclidean Traveling Salesman Problem and Learning.
NIPS
Mikio L. Braun, Joachim M. Buhmann
1998 Misc conf
Retina implant adjustment with reinforcement learning.
ICASSP
Michael Becker, Mikio L. Braun, Rolf Eckmiller