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» A testing scenario for probabilistic processes
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NIPS
2003
14 years 11 months ago
Bayesian Color Constancy with Non-Gaussian Models
We present a Bayesian approach to color constancy which utilizes a nonGaussian probabilistic model of the image formation process. The parameters of this model are estimated direc...
Charles R. Rosenberg, Thomas P. Minka, Alok Ladsar...
ICDT
2010
ACM
211views Database» more  ICDT 2010»
15 years 7 months ago
Probabilistic Data Exchange
The work reported here lays the foundations of data exchange in the presence of probabilistic data. This requires rethinking the very basic concepts of traditional data exchange, ...
Ronald Fagin, Benny Kimelfeld, Phokion Kolaitis
ICASSP
2011
IEEE
14 years 1 months ago
Audio watermarking for acoustic propagation in reverberant environments
Digital audio watermarking has received increasing interest in the last years due to the wide range of applications it can be used for. This contribution presents a novel blind wa...
Giovanni Del Galdo, Juliane Borsum, Tobias Bliem, ...
TVLSI
2008
107views more  TVLSI 2008»
14 years 9 months ago
Novel Probabilistic Combinational Equivalence Checking
Exact approaches to combinational equivalence checking, such as automatic test pattern generation-based, binary decision diagrams (BDD)-based, satisfiability-based, and hybrid appr...
Shih-Chieh Wu, Chun-Yao Wang, Yung-Chih Chen
ML
2008
ACM
248views Machine Learning» more  ML 2008»
14 years 9 months ago
Feature selection via sensitivity analysis of SVM probabilistic outputs
Feature selection is an important aspect of solving data-mining and machine-learning problems. This paper proposes a feature-selection method for the Support Vector Machine (SVM) l...
Kai Quan Shen, Chong Jin Ong, Xiao Ping Li, Einar ...