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98
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JMLR
2010
78views more  JMLR 2010»
14 years 7 months ago
An Alternative Prior Process for Nonparametric Bayesian Clustering
Prior distributions play a crucial role in Bayesian approaches to clustering. Two commonly-used prior distributions are the Dirichlet and Pitman-Yor processes. In this paper, we i...
Hanna M. Wallach, Shane Jensen, Lee Dicker, Kather...
113
Voted
JMLR
2010
128views more  JMLR 2010»
14 years 7 months ago
Learning Causal Structure from Overlapping Variable Sets
We present an algorithm name cSAT+ for learning the causal structure in a domain from datasets measuring different variable sets. The algorithm outputs a graph with edges correspo...
Sofia Triantafilou, Ioannis Tsamardinos, Ioannis G...
81
Voted
ENTCS
2010
77views more  ENTCS 2010»
15 years 26 days ago
Transparent First-class Futures and Distributed Components
Futures are special kind of values that allow the synchronisation of different processes. Futures are in fact identifiers for promised results of function calls that are still awa...
Antonio Cansado, Ludovic Henrio, Eric Madelaine
87
Voted
ENTCS
2010
75views more  ENTCS 2010»
15 years 26 days ago
Semi-Automatic Specification of Behavioural Service Adaptation Contracts
An adaptation contract describes composition constraints and adaptation requirements among several services which were not initially built to interoperate with each other. The man...
Javier Cámara, José Antonio Mart&iac...
100
Voted
ALGORITHMS
2010
114views more  ALGORITHMS 2010»
14 years 10 months ago
Graph Extremities Defined by Search Algorithms
: Graph search algorithms have exploited graph extremities, such as the leaves of a tree and the simplicial vertices of a chordal graph. Recently, several well-known graph search a...
Anne Berry, Jean R. S. Blair, Jean Paul Bordat, Ge...