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NIPS
2003
13 years 10 months ago
Linear Dependent Dimensionality Reduction
We formulate linear dimensionality reduction as a semi-parametric estimation problem, enabling us to study its asymptotic behavior. We generalize the problem beyond additive Gauss...
Nathan Srebro, Tommi Jaakkola
FCT
2005
Springer
14 years 2 months ago
The Complexity of Semilinear Problems in Succinct Representation
We prove completeness results for twenty-three problems in semilinear geometry. These results involve semilinear sets given by additive circuits as input data. If arbitrary real co...
Peter Bürgisser, Felipe Cucker, Paulin Jacob&...
ICAS
2006
IEEE
103views Robotics» more  ICAS 2006»
14 years 2 months ago
Model Driven capabilities of the DA-GRS model
— The development of applications that target dynamic networks often adresses the same difficulties. Since the underlying network topology is unstable, the application has to ha...
Arnaud Casteigts
IJRR
2006
74views more  IJRR 2006»
13 years 8 months ago
A Generative Model of Terrain for Autonomous Navigation in Vegetation
jr.sagepub.com/cgi/content/abstract/25/12/1287 The online version of this article can be found at: Published by: http://www.sagepublications.com On behalf of: Multimedia Archives c...
Carl Wellington, Aaron C. Courville, Anthony Stent...
TSP
2012
12 years 4 months ago
Distributed Covariance Estimation in Gaussian Graphical Models
—We consider distributed estimation of the inverse covariance matrix in Gaussian graphical models. These models factorize the multivariate distribution and allow for efficient d...
Ami Wiesel, Alfred O. Hero