Concepedia

Aaron Klein

AK

Statistics

Publications

18

Citations

2.8K

H-Index

15

Active since

2015

Affiliations

University of Freiburg(Current)

Max Planck Institute for Intelligent Systems

Amazon (United States)

University College London

Aaron Klein is an author at University of Freiburg specializing in computer science, computing, and machine learning.

ORCID

Publications per year

2015–2025

18

Publications

18

Efficient and robust automated machine learning

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

, , +15

Bayesian optimization with robust Bayesian neural networks

Jost Tobias Springenberg, Aaron Klein, Stefan Falkner et al. · Neural Information Processing Systems · 2016 · 279 citations

, , +16

NAS-Bench-101: Towards Reproducible Neural Architecture Search

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

, , +11

BOHB: Robust and Efficient Hyperparameter Optimization at Scale

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

, , +16

Learning Curve Prediction with Bayesian Neural Networks

Aaron Klein, Stefan Falkner, Jost Tobias Springenberg et al. · International Conference on Learning Representations · 2017 · 174 citations

, , +16

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