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NIPS
2008
15 years 8 months ago
Diffeomorphic Dimensionality Reduction
This paper introduces a new approach to constructing meaningful lower dimensional representations of sets of data points. We argue that constraining the mapping between the high a...
Christian Walder, Bernhard Schölkopf
SEMWIKI
2008
134views Data Mining» more  SEMWIKI 2008»
15 years 8 months ago
A Real Semantic Web for Mathematics Deserves a Real Semantics
Abstract. Mathematical documents, and their instrumentation by computers, have rich structure at the layers of presentation, metadata and semantics, as objects in a system for form...
Cezary Kaliszyk, Pierre Corbineau, Freek Wiedijk, ...
NAACL
2007
15 years 8 months ago
Multilingual Structural Projection across Interlinear Text
This paper explores the potential for annotating and enriching data for low-density languages via the alignment and projection of syntactic structure from parsed data for resource...
Fei Xia, William Lewis
UAI
2008
15 years 8 months ago
Hybrid Variational/Gibbs Collapsed Inference in Topic Models
Variational Bayesian inference and (collapsed) Gibbs sampling are the two important classes of inference algorithms for Bayesian networks. Both have their advantages and disadvant...
Max Welling, Yee Whye Teh, Bert Kappen
SEDE
2007
15 years 8 months ago
AVRATAR: A virtual environment for puppet animation
When it comes to three dimensional computer animations, the use of live actors to control the movements of onscreen characters produces a realism that is unsurpassed. But so are t...
Alexander Redei, Ed Tumbusch, Josh Koberstein, Ser...