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216
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NIPS
2003
15 years 8 months ago
2003
We present a novel method for approximate inference in Bayesian models and regularized risk functionals. It is based on the propagation of mean and variance derived from the Lapla...
190
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FTCS
1998
15 years 8 months ago
1998
The traditional use of formal methods has been for the veri cation of algorithms or protocols. Given the high cost and limitations in state space coverage provided by conventional...
210
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COLING
1994
15 years 8 months ago
1994
In this note, we present results concerning the theory and practice of determining for a given document which of several categories it best fits. We describe a mathematical model ...
193
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NIPS
1994
15 years 8 months ago
1994
Many real world learning problems are best characterized by an interaction of multiple independent causes or factors. Discovering such causal structure from the data is the focus ...
209
Voted
ACL
1990
15 years 8 months ago
1990
In this paper, we present a computational method for transforming a syntactic graph, which represents all syntactic interpretations of a sentence, into a semantic graph which filt...