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» Fragments-based Model Reduction: Some Case Studies
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ROMAN
2007
IEEE
191views Robotics» more  ROMAN 2007»
14 years 3 months ago
Learning and Recognition of Object Manipulation Actions Using Linear and Nonlinear Dimensionality Reduction
— In this work, we perform an extensive statistical evaluation for learning and recognition of object manipulation actions. We concentrate on single arm/hand actions but study th...
Isabel Serrano Vicente, Danica Kragic, Jan-Olof Ek...
SYNTHESE
2011
72views more  SYNTHESE 2011»
13 years 3 months ago
Science without (parametric) models: the case of bootstrap resampling
Scientific and statistical inferences build heavily on explicit, parametric models, and often with good reasons. However, the limited scope of parametric models and the increasin...
Jan Sprenger
CONTEXT
2005
Springer
14 years 2 months ago
'I' as a Pure Indexical and Metonymy as Language Reduction
Most direct reference theorists believe that ‘I’ is a pure indexical. This means that when ‘I’ is uttered, it contributes with the speaker to what is said. But, from some c...
Esther Romero, Belén Soria
JMLR
2008
141views more  JMLR 2008»
13 years 8 months ago
A New Algorithm for Estimating the Effective Dimension-Reduction Subspace
The statistical problem of estimating the effective dimension-reduction (EDR) subspace in the multi-index regression model with deterministic design and additive noise is consider...
Arnak S. Dalalyan, Anatoly Juditsky, Vladimir Spok...
B
2007
Springer
14 years 3 months ago
Symmetry Reduction for B by Permutation Flooding
Symmetry reduction is an established method for limiting the amount of states that have to be checked during exhaustive model checking. The idea is to only verify a single represen...
Michael Leuschel, Michael J. Butler, Corinna Sperm...