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