In order to democratize research on Hyperparameter Optimization (HPO) and achieve comparable empirical results, the utilization of benchmarks is essential. HPOBench To enable reproducible research in HPO, more than 100 real, tabular, and surrogate benchmarks were released along with their containerized version. JAHS-Bench-201 JAHS-Bench-201 is a benchmark for Joint Architecture and Hyperparameter Search (JAHS), which … Continue reading HPO Benchmarks