Lise Getoor, Professor, Computer Science UC Santa Cruz - RE•WORK Deep Learning Summit 2016 #reworkDL

This presentation took place at the Deep Learning Summit in San Francisco on 28-29 January 2016: Scalable, Collective Reasoning in Graph Data One of the challenges in big data analytics lies in being able to reason collectively about extremely large, heterogeneous, incomplete, and noisy interlinked data. We need tools that can represent and reason effectively with this rich form of multi-relational graph data. I will describe some common inference p