Matthias Feurer

Matthias Feurer

Universität Freiburg - Freiburg / Germany
Engineering & Technology / Computer Science
AD Scientific Index ID: 1783865
Albert Ludwig University of Freiburg
person_outline Matthias Feurer's MOST POPULAR ARTICLES
1-) Efficient and Robust Automated Machine Learning Advances in Neural Information Processing Systems, 2962-2970, 2015
2-) Hyperparameter Optimization AutoML: Methods, Sytems, Challenges, 3-37, 2019
3-) Auto-Sklearn 2.0: Hands-free AutoML via Meta-Learning Journal of Machine Learning Research 23 (261), 1-61, 2022
4-) Initializing bayesian hyperparameter optimization via meta-learning Proceedings of the AAAI Conference on Artificial Intelligence 29 (1), 2015
5-) Towards an empirical foundation for assessing bayesian optimization of hyperparameters NIPS workshop on Bayesian Optimization in Theory and Practice, 1-5, 2013