Eric Jonas

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 …

Rotation-Invariant Random Features Provide a Strong Baseline for Machine Learning on 3D Point Clouds

2023 · arXiv (Cornell University)

Rotational invariance is a popular inductive bias used by many fields in machine learning, such as computer vision and machine learning for quantum chemistry. Rotation-invariant machine learning methods set the state of the art for …