Hans Ulrich Simon
6 papers · 2002–2024 · 2 venues · across top CS/AI venues
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Achievements
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π Conference Polyglot Β· Bronze π Academic Marathon Β· Ultra π Interdisciplinary Bridge Β· Bronze πΊοΈ Taxonomy Completionist (11) π£ Hot Topic Early Bird
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Keyword Pioneer
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Conference Pioneer
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Top co-authors
Research topics
Keywords
vc dimension
(2)
concept class
(2)
support vector machine
(2)
euclidean space
(1)
statistical query
(1)
maximum a posteriori
(1)
sample compression
(1)
linear classification
(1)
maximum likelihood estimation
(1)
concept learning
(1)
euclidean embedding
(1)
teaching dimension
(1)
bayesian network
(1)
linear classifier
(1)
margin bound
(1)
decomposition algorithm
(1)
inner product space
(1)
dimension bound
(1)
conditional gaussian
(1)
margin complexity
(1)
Papers
MAP- and MLE-Based Teaching
JMLR 2024
Recursive Teaching Dimension, VC-Dimension and Sample Compression
JMLR 2014
A Close Look to Margin Complexity and Related Parameters
COLT 2011
General Polynomial Time Decomposition Algorithms
JMLR 2007
Inner Product Spaces for Bayesian Networks
JMLR 2005
Limitations of Learning Via Embeddings in Euclidean Half Spaces
JMLR 2002