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NIPS
2004
15 years 8 months ago
Instance-Specific Bayesian Model Averaging for Classification
Classification algorithms typically induce population-wide models that are trained to perform well on average on expected future instances. We introduce a Bayesian framework for l...
Shyam Visweswaran, Gregory F. Cooper
PAKM
2004
15 years 8 months ago
Automatic Generation of Taxonomies from the WWW
In this paper we present a methodology to extract information from the Web to build a taxonomy of terms and Web resources for a given domain. This taxonomy represents a hierarchy o...
David Sánchez, Antonio Moreno
IJCAI
2003
15 years 8 months ago
Protocol Conformance for Logic-based Agents
An agent communication protocol specifies the “rules of encounter” governing a dialogue between agents in a multiagent system. In non-cooperative interactions (such as negoti...
Ulrich Endriss, Nicolas Maudet, Fariba Sadri, Fran...
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UAI
2001
15 years 8 months ago
Iterative Markov Chain Monte Carlo Computation of Reference Priors and Minimax Risk
We present an iterative Markov chain Monte Carlo algorithm for computing reference priors and minimax risk for general parametric families. Our approach uses MCMC techniques based...
John D. Lafferty, Larry A. Wasserman
IJCAI
2003
15 years 8 months ago
Recycling Computed Answers in Rewrite Systems for Abduction
In rule-based systems, goal-oriented computations correspond naturally to the possible ways that an observation may be explained. In some applications, we need to compute explanat...
Fangzhen Lin, Jia-Huai You