Jessica Sorrell

Reproducibility in Learning

2022 · arXiv (Cornell University)

We introduce the notion of a reproducible algorithm in the context of learning. A reproducible learning algorithm is resilient to variations in its samples -- with high probability, it returns the exact same output when …