Search Results for author: Aubrey Gress

Found 2 papers, 1 papers with code

Probabilistic Formulations of Regression with Mixed Guidance

1 code implementation1 Apr 2018 Aubrey Gress, Ian Davidson

Regression problems assume every instance is annotated (labeled) with a real value, a form of annotation we call \emph{strong guidance}.

regression

Transfer Regression via Pairwise Similarity Regularization

no code implementations23 Dec 2017 Aubrey Gress, Ian Davidson

Transfer learning methods address the situation where little labeled training data from the "target" problem exists, but much training data from a related "source" domain is available.

regression Transfer Learning

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