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POPL
2012
ACM
13 years 8 months ago
2012
ACM
Differential privacy is a notion of confidentiality that protects the privacy of individuals while allowing useful computations on their private data. Deriving differential priva...
UAI
2001
15 years 1 months ago
2001
A serious problem in learning probabilistic models is the presence of hidden variables. These variables are not observed, yet interact with several of the observed variables. Dete...
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AIPS
2007
15 years 2 months ago
2007
Most traditional approaches to probabilistic planning in relationally specified MDPs rely on grounding the problem w.r.t. specific domain instantiations, thereby incurring a com...
AI
2003
Springer
15 years 5 months ago
2003
Springer
STOC
1991
ACM
15 years 4 months ago
1991
ACM