Should we Derive or Let the Data Drive? Symbiotizing Data-driven Learning and Knowledge-based Reasoning

Should we Derive or Let the Data Drive? Symbiotizing Data-driven Learning and Knowledge-based Reasoning

Explore the intersection of data-driven learning and knowledge-based reasoning in this 49-minute conference talk from the Fourth Symposium on Machine Learning and Dynamical Systems. Delve into the question of whether to derive principles or let data drive discoveries as presented by Lior Horesh from IBM Research. Gain insights into the symbiotic relationship between data-driven approaches and symbolic reasoning for principled symbolic discovery in machine learning and dynamical systems.