Articles with "generative kernels" as a keyword



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Generative Kernels for Tree-Structured Data

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Published in 2018 at "IEEE Transactions on Neural Networks and Learning Systems"

DOI: 10.1109/tnnls.2017.2785292

Abstract: This paper presents a family of methods for the design of adaptive kernels for tree-structured data that exploits the summarization properties of hidden states of hidden Markov models for trees. We introduce a compact and… read more here.

Keywords: generative kernels; topology; kernels tree; structured data ... See more keywords