Mikio L. Braun
6 papers · 2006–2011 · 2 venues · across top CS/AI venues
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Achievements
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🌍 Conference Polyglot · Bronze 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (12) 🐣 Hot Topic Early Bird
🧭
Keyword Pioneer
🌟
Keyword Trendsetter Combo
(3)
🏆
Keyword Champion
(2)
📈
Trend Setter
🚀
Conference Pioneer
Venues
Top co-authors
Research topics
Keywords
feature space
(2)
kernel methods
(2)
kernel principal component analysis
(2)
model selection
(2)
deep network
(2)
representation learning
(2)
kernel pca
(2)
dimensionality reduction
(2)
finite-sample analysis
(1)
spectral method
(1)
error bound
(1)
finite sample bound
(1)
eigenvalue bound
(1)
layer analysis
(1)
open source software
(1)
software usability
(1)
software interoperability
(1)
kernel analysis
(1)
layer-wise evolution
(1)
feature space denoising
(1)
Papers
Kernel Analysis of Deep Networks
JMLR 2011
Layer-wise analysis of deep networks with Gaussian kernels
NeurIPS 2010
On Relevant Dimensions in Kernel Feature Spaces
JMLR 2008
The Need for Open Source Software in Machine Learning
JMLR 2007
Accurate Error Bounds for the Eigenvalues of the Kernel Matrix
JMLR 2006
Denoising and Dimension Reduction in Feature Space
NeurIPS 2006