# Big Picture Papers

Papers with big ideas.

A Mathematical Theory of Communication (1948)

Learning at the Knowledge Level (1986)

Intelligence Without Representation (1991)

Statistical Modeling: The Two Cultures (2001)

Learning by Learning To Communicate (2007)

A Roadmap towards Machine Intelligence (2015)

Ten Great Ideas about Chance (2017)

Computing Bayes: Bayesian Computation from 1763 to the 21st Century (2020)

What are the most important statistical ideas of the past 50 years? (2020)

Reward is Enough (2021)