Mateusz Grzyb

Consolidated learning: a domain-specific model-free optimization strategy with validation on metaMIMIC benchmarks

2023 · Machine Learning

Abstract For many machine learning models, a choice of hyperparameters is a crucial step towards achieving high performance. Prevalent meta-learning approaches focus on obtaining good hyperparameter configurations with a limited computational budget for a completely …