Concepedia

Mikio L. Braun

ML

12

Publications

979

Citations

12

H-Index

2002

Active since

Affiliations

Technische Universität Berlin(Current)

Fraunhofer Institute for Production Systems and Design Technology

University of Bonn

Humboldt-Universität zu Berlin

Mikio L. Braun is an author at Technische Universität Berlin specializing in engineering, data science, and computer science.

Top concepts

EngineeringData ScienceComputer ScienceMachine LearningStatisticsData MiningPattern RecognitionKnowledge DiscoveryStatistical InferenceNeuroimaging

Publications per year

2002–2015

12

Publications

12

Stability-Based Validation of Clustering Solutions

Tilman Lange, Volker Röth, Mikio L. Braun et al. · Neural Computation · 2004 · 513 citations

Cluster Computing, Engineering, Unsupervised Machine Learning +19

On Relevant Dimensions in Kernel Feature Spaces

Mikio L. Braun, Joachim M. Buhmann, Klaus‐Robert Müller · Journal of Machine Learning Research · 2008 · 111 citations

Engineering, Machine Learning, Functional Analysis +18

Stability-Based Model Selection

Tilman Lange, Mikio L. Braun, Volker Röth et al. · 2002 · 98 citations

Accurate Error Bounds for the Eigenvalues of the Kernel Matrix

Mikio L. Braun · Journal of Machine Learning Research · 2006 · 55 citations

Numerical Analysis, Engineering, High-dimensional Method +13

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

Grégoire Montavon, Mikio L. Braun, Tammo Krueger et al. · IEEE Signal Processing Magazine · 2013 · 43 citations

Local Structure, Machine Learning, Engineering +20

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