Matthias Feurer

Efficient and robust automated machine learning

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

Computing, Computer Science, Artificial Intelligence +15

Initializing Bayesian Hyperparameter Optimization via Meta-Learning

Matthias Feurer, Jost Tobias Springenberg, Frank Hutter · Proceedings of the AAAI Conference on Artificial Intelligence · 2015 · 399 citations · Full text

Computing, Computer Science, Algorithms +16

Towards Automatically-Tuned Neural Networks

Hector Mendoza, Aaron Klein, Matthias Feurer et al. · International Conference on Machine Learning · 2016 · 139 citations

Computing, Computer Engineering, Computer Science +11

SMAC3: A Versatile Bayesian Optimization Package for Hyperparameter Optimization

Marius Lindauer, Katharina Eggensperger, Matthias Feurer et al. · arXiv (Cornell University) · 2021 · 83 citations · Full text

Computing, Computer Science, Algorithms +12

Cilengitide combined with cetuximab and platinum-based chemotherapy as first-line treatment in advanced non-small-cell lung cancer (NSCLC) patients: results of an open-label, randomized, controlled phase II study (CERTO)

Johan Vansteenkiste, Fabrice Barlési, Cornelius F. Waller et al. · Annals of Oncology · 2015 · 69 citations · Full text

Medicine, Oncology, Pharmacology +16