Kernels and Distances for Structured Data.

This paper brings together two strands of machine learning of increasing importance: kernel methods and highly structured data. We propose a general method for constructing a kernel following the syntactic structure of the data, as defined by its type signature in a higher-order logic. Our main theo...

Disgrifiad llawn

Manylion Llyfryddiaeth
Cyhoeddwyd yn:Machine learning. 57, 3 (2004).
Prif Awdur: Gartner, Thomas
Fformat: Erthygl
Iaith:English
Pynciau: