Lise Getoor, Professor, Computer Science UC Santa Cruz RE WORK Deep Learning Summit 2016, rework DL

This presentation took place at the Deep Learning Summit in San Francisco on 2829 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 multirelational graph data. I will describe some common inference p