Inductive Reasoning and (one of) the Foundations of Machine Learning
David Balduzzi · Figshare · 2015
The failure of Good Old Fashioned AI in the 70s forced researchers in artificial intelligence to invent new ways of modeling intelligence and learning based on probability and optimization -- rather than logic and axioms. In this talk, I give an overview of the key ideas involved.