Hypothesis transfer learning based on structural model similarity
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DOI: 10.1007/s00521-017-3281-4
Abstract: AbstractTransfer learning focuses on building better predictive models by exploiting knowledge gained in previous related tasks, being able to soften the traditional supervised learning assumption of having identical train–test distributions. Most efforts on transfer learning… read more here.
Keywords: transfer learning; structural model; based structural; transfer ... See more keywords
Efficient model similarity estimation with robust hashing
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DOI: 10.1007/s10270-021-00915-9
Abstract: As model-driven engineering (MDE) is increasingly adopted in complex industrial scenarios, modeling artefacts become a key and strategic asset for companies. As such, any MDE ecosystem must provide mechanisms to protect and exploit them. Current… read more here.
Keywords: estimation; efficient model; similarity; model ... See more keywords