Research in Knowledge-Enhanced Machine Learning at the Center for Artificial Intelligence (C4AI)

This talk will first describe activities and research projects in the Center for Artificial Intelligence (C4AI) headquartered at the University of São Paulo, from language processing to physics-based machine learning. The second part of the talk will focus on a number of connections between machine learning and knowledge representation, dealing with explainability, conversational agents, probabilistic rules and argumentation. A broad challenge is how to actually combine the solid tools of knowledge representation and machine learning. How can all these tools work together?