Mikio L. Braun
6 papers · 2006–2011 · 2 conferences · across top CS/AI conferences
Achievements
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🗺️ Taxonomy Completionist (10) 🌉 Interdisciplinary Bridge 🏃 Academic Marathon (5) 🐝 Cross-Pollinator (10) 🧭 Keyword Pioneer
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Hot Topic Early Bird
🌍
Conference Polyglot
(2)
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Trend Setter
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Conference Pioneer
Conferences
JMLR (4)
NIPS (2)
Top co-authors
Keywords
feature space
(2)
kernel principal component analysis
(2)
model selection
(2)
deep network
(2)
representation learning
(2)
kernel pca
(2)
dimensionality reduction
(2)
layer-wise analysis
(1)
abstract representations
(1)
spectral method
(1)
error bound
(1)
finite sample bound
(1)
eigenvalue bound
(1)
layer analysis
(1)
kernel methods
(1)
open source software
(1)
software usability
(1)
software interoperability
(1)
kernel analysis
(1)
layer-wise evolution
(1)
Papers
Kernel Analysis of Deep Networks
JMLR 2011
Layer-wise analysis of deep networks with Gaussian kernels
NIPS 2010
On Relevant Dimensions in Kernel Feature Spaces
JMLR 2008
The Need for Open Source Software in Machine Learning
JMLR 2007
Denoising and Dimension Reduction in Feature Space
NIPS 2006
Accurate Error Bounds for the Eigenvalues of the Kernel Matrix
JMLR 2006