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ICML
2009
IEEE
16 years 7 months ago
Bayesian inference for Plackett-Luce ranking models
This paper gives an efficient Bayesian method for inferring the parameters of a PlackettLuce ranking model. Such models are parameterised distributions over rankings of a finite s...
John Guiver, Edward Snelson
RECOMB
2002
Springer
16 years 6 months ago
An Overview of Combinatorial Methods for Haplotype Inference
A current high-priority phase of human genomics involves the development of a full Haplotype Map of the human genome [23]. It will be used in large-scale screens of populations to...
Dan Gusfield
ADC
2008
Springer
80views Database» more  ADC 2008»
16 years 26 days ago
An XML Document Transformation Algorithm Inferred from an Edit Script between DTDs
Finding an appropriate data transformation between two schemas has been an important problem. In this paper, assuming that an edit script between original and updated DTDs is avai...
Nobutaka Suzuki, Yuji Fukushima
ECML
2007
Springer
16 years 21 days ago
Bayesian Inference for Sparse Generalized Linear Models
We present a framework for efficient, accurate approximate Bayesian inference in generalized linear models (GLMs), based on the expectation propagation (EP) technique. The paramete...
Matthias Seeger, Sebastian Gerwinn, Matthias Bethg...
GCB
2005
Springer
138views Biometrics» more  GCB 2005»
16 years 1 days ago
Inferring Regulatory Systems with Noisy Pathway Information
: With increasing number of pathways available in public databases, the process of inferring gene regulatory networks becomes more and more feasible. The major problem of most of t...
Christian Spieth, Felix Streichert, Nora Speer, An...