Aaron Klein

Efficient and robust automated machine learning

Matthias Feurer, Aaron Klein, Katharina Eggensperger et al. · Neural Information Processing Systems · 2015 · 1.3K citations

Artificial Intelligence, Hyperparameter Estimation, Engineering +14

Bayesian optimization with robust Bayesian neural networks

Jost Tobias Springenberg, Aaron Klein, Stefan Falkner et al. · Neural Information Processing Systems · 2016 · 277 citations

Artificial Intelligence, Model Optimization, Hyperparameter Estimation +15

NAS-Bench-101: Towards Reproducible Neural Architecture Search

Chris Ying, Aaron Klein, Kevin Murphy et al. · arXiv (Cornell University) · 2019 · 253 citations · Full text

Ai Architecture, Large Ai Model, Graph Neural Network +13

BOHB: Robust and Efficient Hyperparameter Optimization at Scale

Stefan Falkner, Aaron Klein, Frank Hutter · arXiv (Cornell University) · 2018 · 180 citations · Full text

Mathematical Programming, Artificial Intelligence, Engineering +16

Learning Curve Prediction with Bayesian Neural Networks

Aaron Klein, Stefan Falkner, Jost Tobias Springenberg et al. · International Conference on Learning Representations · 2017 · 171 citations

Artificial Intelligence, Engineering, Machine Learning +16