Description

Title Data, Logic, and Learning in One Brain
Abstract In this talk, I will present recent advances in combining statistical approach with logic-based approach in the reasoning of unstructured data and semi-structured data. More specifically, I will introduce Logic Tensor Network and try to present ideas in extending it for end-to-end training and information understanding with the guidance of knowledge base. I will also introduce a new view on data-driven learning in logical inference.