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Pietro Galliani

2 accepted papers

2022

Asymmetric Hybrids: Dialogues for Computational Concept Combination (Extended Abstract)

IJCAI 2022poster

When considering two concepts in terms of extensional logic, their combination will often be trivial, returning an empty extension. Consider e.g. “a Fish Vehicle”, i.e., “a Vehicle which is also a Fish”. Still, people use sophisticated strategies to produce new, non-empty concepts. All these strateg…

Cited by 0SourcePDFScholar
2017

Gray-box Inference for Structured Gaussian Process Models

AISTATS 2017poster

We develop an automated variational inference method for Bayesian structured prediction problems with Gaussian process (GP) priors and linear-chain likelihoods. Our approach does not need to know the details of the structured likelihood model and can scale up to a large number of observations. F…

Cited by 8SourcePDFScholar