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139
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JMLR
2012
13 years 3 months ago
2012
This paper proposes a novel Bayesian approximation inference method for mixture modeling. Our key idea is to factorize marginal log-likelihood using a variational distribution ove...
110
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ICFP
2005
ACM
16 years 18 days ago
2005
ACM
We present a compositional program logic for call-by-value imperative higher-order functions with general forms of aliasing, which can arise from the use of reference names as fun...
111
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POPL
2012
ACM
13 years 8 months ago
2012
ACM
Separation Logic has witnessed tremendous success in recent years in reasoning about programs that deal with heap storage. Its success owes to the fundamental principle that one s...
LPNMR
2009
Springer
15 years 7 months ago
2009
Springer
We consider random logic programs with two-literal rules and study their properties. In particular, we obtain results on the probability that random “sparse” and “dense” pr...
59
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ICLP
2007
Springer
15 years 6 months ago
2007
Springer