Search Results for author: Pietro Galliani

Found 3 papers, 0 papers with code

Repairing Ontologies via Axiom Weakening

no code implementations9 Nov 2017 Nicolas Troquard, Roberto Confalonieri, Pietro Galliani, Rafael Penaloza, Daniele Porello, Oliver Kutz

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

no code implementations14 Sep 2016 Pietro Galliani, Amir Dezfouli, Edwin V. Bonilla, Novi Quadrianto

We develop an automated variational inference method for Bayesian structured prediction problems with Gaussian process (GP) priors and linear-chain likelihoods.

Stochastic Optimization Structured Prediction +1

The Doxastic Interpretation of Team Semantics

no code implementations21 May 2013 Pietro Galliani

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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