Paradigms

The Three Cultures of Machine Learning

Jason Eisner's JHU tutorial describing three distinct cultures within machine learning — the statistical/probabilistic, the algorithmic/computational, and the geometric/optimization traditions. Useful framing for understanding why ML researchers sometimes talk past each other.