Kristian Kersting Books
Machine Learning and Knowledge Discovery in Databases
By Kristian Kersting, Filip Zelezny, Hendrik Blockeel, Siegfried Nijssen
This three-volume set LNAI 8188, 8189 and 8190 constitutes the refereed proceedings of the European Conference on Machine Learning and Knowledge Discovery in Databases: ECML PKDD 2013, held in Prag...
Read MoreMachine Learning and Knowledge Discovery in Databases
By Kristian Kersting, Filip Zelezny, Hendrik Blockeel, Siegfried Nijssen
This three-volume set LNAI 8188, 8189 and 8190 constitutes the refereed proceedings of the European Conference on Machine Learning and Knowledge Discovery in Databases, ECML PKDD 2013, held in Prag...
Read MoreAn Introduction to Lifted Probabilistic Inference
By Kristian Kersting, David Poole, Guy Van Den Broeck, Sriraam Natarajan
Recent advances in the area of lifted inference, which exploits the structure inherent in relational probabilistic models.Statistical relational AI (StaRAI) studies the integration of reasoning und...
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