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» A probabilistic language based upon sampling functions
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POPL
2005
ACM
14 years 5 months ago
A probabilistic language based upon sampling functions
As probabilistic computations play an increasing role in solving various problems, researchers have designed probabilistic languages that treat probability distributions as primit...
Sungwoo Park, Frank Pfenning, Sebastian Thrun
TOPLAS
2008
78views more  TOPLAS 2008»
13 years 4 months ago
A probabilistic language based on sampling functions
Sungwoo Park, Frank Pfenning, Sebastian Thrun
BMCBI
2005
121views more  BMCBI 2005»
13 years 4 months ago
Evaluation of gene importance in microarray data based upon probability of selection
Background: Microarray devices permit a genome-scale evaluation of gene function. This technology has catalyzed biomedical research and development in recent years. As many import...
Li M. Fu, Casey S. Fu-Liu
FPCA
1995
13 years 8 months ago
Once Upon a Type
A number of useful optimisations are enabled if we can determine when a value is accessed at most once. We extend the Hindley-Milner type system with uses, yielding a typeinferenc...
David N. Turner, Philip Wadler, Christian Mossin
TNN
2008
177views more  TNN 2008»
13 years 4 months ago
Adaptive Importance Sampling to Accelerate Training of a Neural Probabilistic Language Model
Previous work on statistical language modeling has shown that it is possible to train a feed-forward neural network to approximate probabilities over sequences of words, resulting...
Yoshua Bengio, Jean-Sébastien Senecal