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» Randomized Variable Elimination
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100
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PSD
2010
Springer
131views Database» more  PSD 2010»
14 years 11 months ago
Data Swapping for Protecting Census Tables
The pre-tabular statistical disclosure control (SDC) method of data swapping is the preferred method for protecting Census tabular data in some National Statistical Institutes, in...
Natalie Shlomo, Caroline Tudor, Paul Groom
120
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ICDM
2009
IEEE
183views Data Mining» more  ICDM 2009»
14 years 10 months ago
Multirelational Topic Models
In this paper we propose the multirelational topic model (MRTM) for multiple types of link modeling such as citation and coauthor links in document networks. In the citation networ...
Jia Zeng, William K. Cheung, Chun-hung Li, Jiming ...
123
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CORR
2010
Springer
136views Education» more  CORR 2010»
14 years 10 months ago
Schaefer's theorem for graphs
Schaefer's theorem is a complexity classification result for so-called Boolean constraint satisfaction problems: it states that every Boolean constraint satisfaction problem ...
Manuel Bodirsky, Michael Pinsker
105
Voted
IJAR
2010
139views more  IJAR 2010»
14 years 10 months ago
Imprecise expectations for imprecise linear filtering
In the last 10 years, there has been increasing interest in interval valued data in signal processing. According to the conventional view, an interval value supposedly reflects th...
Agnès Rico, Olivier Strauss
92
Voted
JMLR
2011
145views more  JMLR 2011»
14 years 7 months ago
Cumulative Distribution Networks and the Derivative-sum-product Algorithm: Models and Inference for Cumulative Distribution Func
We present a class of graphical models for directly representing the joint cumulative distribution function (CDF) of many random variables, called cumulative distribution networks...
Jim C. Huang, Brendan J. Frey