Open source
Libraries built with colleagues at AWS, and contributions elsewhere. See GitHub.
syne-tune
Large scale and asynchronous Hyperparameter and Architecture Optimization at your fingertips.
Contributions
- Dive into Deep Learning — co-author of Chapter 19, Hyperparameter Optimization (with A. Klein and M. Seeger), 2022.
- PASHA — reference implementation accompanying the ICLR 2023 paper on progressive resource allocation for HPO and NAS.