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» Inference for Multiplicative Models
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92
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CSL
2004
Springer
15 years 8 months ago
Structures for Multiplicative Cyclic Linear Logic: Deepness vs Cyclicity
The aim of this work is to give an alternative presentation for the multiplicative fragment of Yetter’s cyclic linear logic. The new presentation is inspired by the calculus of s...
Pietro Di Gianantonio
POPL
2008
ACM
16 years 2 months ago
Automatic inference of stationary fields: a generalization of java's final fields
Java programmers can document that the relationship between two objects is unchanging by declaring the field that encodes that relationship to be final. This information can be us...
Christopher Unkel, Monica S. Lam
NIPS
2008
15 years 4 months ago
Relative Performance Guarantees for Approximate Inference in Latent Dirichlet Allocation
Hierarchical probabilistic modeling of discrete data has emerged as a powerful tool for text analysis. Posterior inference in such models is intractable, and practitioners rely on...
Indraneel Mukherjee, David M. Blei
127
Voted
ECAI
2008
Springer
15 years 4 months ago
Hierarchical explanation of inference in Bayesian networks that represent a population of independent agents
This paper describes a novel method for explaining Bayesian network (BN) inference when the network is modeling a population of conditionally independent agents, each of which is m...
Peter Sutovskú, Gregory F. Cooper
117
Voted
BMCBI
2010
136views more  BMCBI 2010»
15 years 2 months ago
Bias correction and Bayesian analysis of aggregate counts in SAGE libraries
Background: Tag-based techniques, such as SAGE, are commonly used to sample the mRNA pool of an organism's transcriptome. Incomplete digestion during the tag formation proces...
Russell L. Zaretzki, Michael A. Gilchrist, William...