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» Generic Methods for Optimization-Based Modeling
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JMLR
2010
173views more  JMLR 2010»
13 years 3 months ago
Elliptical slice sampling
Many probabilistic models introduce strong dependencies between variables using a latent multivariate Gaussian distribution or a Gaussian process. We present a new Markov chain Mo...
Iain Murray, Ryan Prescott Adams, David J. C. MacK...
IPSN
2005
Springer
14 years 2 months ago
The sensor selection problem for bounded uncertainty sensing models
We address the problem of selecting sensors so as to minimize the error in estimating the position of a target. We consider a generic sensor model where the measurements can be in...
Volkan Isler, Ruzena Bajcsy
ECCV
2008
Springer
14 years 10 months ago
Structuring Visual Words in 3D for Arbitrary-View Object Localization
Abstract. We propose a novel and efficient method for generic arbitraryview object class detection and localization. In contrast to existing singleview and multi-view methods using...
Jianxiong Xiao, Jingni Chen, Dit-Yan Yeung, Long Q...
MICAI
2004
Springer
14 years 2 months ago
An Approach to Automatic Morphing of Face Images in Frontal View
Image metamorphosis, commonly known as morphing, is a powerful tool for visual effects that consists of the fluid transformation of one digital image into another. There are many t...
Vittorio Zanella, Olac Fuentes
ESOP
2010
Springer
14 years 6 months ago
Weighted Dynamic Pushdown Networks
We develop a generic framework for the analysis of programs with recursive procedures and dynamic process creation. To this end we combine the approach of weighted pushdown systems...
Alexander Wenner