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AI
2005
Springer
9 years 2 months ago
Probability and Equality: A Probabilistic Model of Identity Uncertainty
Identity uncertainty is the task of deciding whether two descriptions correspond to the same object. In this paper we discuss the identity uncertainty problem in the context of the...
Rita Sharma, David Poole
ICDM
2009
IEEE
112views Data Mining» more  ICDM 2009»
9 years 3 months ago
Resolving Identity Uncertainty with Learned Random Walks
A pervasive problem in large relational databases is identity uncertainty which occurs when multiple entries in a database refer to the same underlying entity in the world. Relati...
Ted Sandler, Lyle H. Ungar, Koby Crammer
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