Jonathan Ragan‐Kelley

numpywren: serverless linear algebra

2018 · arXiv (Cornell University)

Linear algebra operations are widely used in scientific computing and machine learning applications. However, it is challenging for scientists and data analysts to run linear algebra at scales beyond a single machine. Traditional approaches either …

A Domain-Specific Probabilistic Programming Language for Reasoning About Reasoning (or: a memo on memo)

2025

The human ability to think about thinking ("theory of mind") is a fundamental object of study in many disciplines. In recent decades, researchers across these disciplines have converged on a rich computational paradigm for modeling …