Lifted Online Training of Relational Models with Stochastic Gradient Methods

Babak Ahmadi, Kristian Kersting, Sriraam Natarajan. Lifted Online Training of Relational Models with Stochastic Gradient Methods. In Peter A. Flach, Tijl De Bie, Nello Cristianini, editors, Machine Learning and Knowledge Discovery in Databases - European Conference, ECML PKDD 2012, Bristol, UK, September 24-28, 2012. Proceedings, Part I. Volume 7523 of Lecture Notes in Computer Science, pages 585-600, Springer, 2012. [doi]

Abstract

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