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Repairing Ontologies via Axiom Weakening
Ontology engineering is a hard and error-prone task, in which small changes may lead to errors, or even produce an inconsistent ontology.
Gray-box inference for structured Gaussian process models
We develop an automated variational inference method for Bayesian structured prediction problems with Gaussian process (GP) priors and linear-chain likelihoods.
The Doxastic Interpretation of Team Semantics
We advance a doxastic interpretation for many of the logical connectives considered in Dependence Logic and in its extensions, and we argue that Team Semantics is a natural framework for reasoning about beliefs and belief updates.
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