Laurenz Wiskott
5 papers · 2013–2019 · 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 (11) 🐣 Hot Topic Early Bird
🏆
Keyword Champion
(4)
Top co-authors
Research topics
Keywords
slow feature analysis
(4)
feature extraction
(3)
dimensionality reduction
(2)
independent component analysis
(1)
face detection
(1)
supervised learning
(1)
natural gradient
(1)
graph-based learning
(1)
differentiable programming
(1)
restricted boltzmann machine
(1)
deep boltzmann machine
(1)
end-to-end training
(1)
temporal feature
(1)
generative performance
(1)
temporal correlation
(1)
graph based sfa
(1)
training graph
(1)
nonlinear separation
(1)
unsupervised learning
(1)
differentiable whitening
(1)
Papers
Gradient-based Training of Slow Feature Analysis by Differentiable Approximate Whitening
ACML 2019
How to Center Deep Boltzmann Machines
JMLR 2016
Theoretical Analysis of the Optimal Free Responses of Graph-Based SFA for the Design of Training Graphs
JMLR 2016
An Extension of Slow Feature Analysis for Nonlinear Blind Source Separation
JMLR 2014
How to Solve Classification and Regression Problems on High-Dimensional Data with a Supervised Extension of Slow Feature Analysis
JMLR 2013