Learning latent theories of relations and individuals

Inductive learning of statistical models from relational data is a key problem in artificial intelligence. Two main approaches exist for learning with relational data, and this thesis shows how they can be combined in a uniform framework. The first approach aims to learn dependencies amongst fea...

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Bibliographic Details
Main Author: Chiang, Michael Chi-Hao
Language:English
Published: University of British Columbia 2011
Online Access:http://hdl.handle.net/2429/33750