PhD Student

Danny Stoll

Postal address
Institut für Informatik
Albert-Ludwigs-Universität Freiburg
Sekretariat Hutter/Maschinelles Lernen
Georges-Köhler-Allee 074
79110 Freiburg, Germany
+49 761 203-74217
Building 74, Room 00-014



Wagner, Diane; Ferreira, Fabio; Stoll, Danny; Schirrmeister, Robin Tibor; Müller, Samuel; Hutter, Frank

On the Importance of Hyperparameters and Data Augmentation for Self-Supervised Learning Workshop

ICML Pre-training Workshop, 2022.

Hvarfner, Carl; Stoll, Danny; Souza, Artur; Lindauer, Marius; Hutter, Frank; Nardi, Luigi

πBO: Augmenting Acquisition Functions with User Beliefs for Bayesian Optimization Inproceedings

In: 10th International Conference on Learning Representations, ICLR 2022,, 2022.


Stoll, Danny; Franke, Jörg K H; Wagner, Diane; Selg, Simon; Hutter, Frank

Hyperparameter Transfer Across Developer Adjustments Journal Article

In: NeurIPS 4th Workshop on Meta-Learning, 2020.

Liu, Zhengying; Pavao, Adrien; Xu, Zhen; Escalera, Sergio; Ferreira, Fabio; Guyon, Isabelle; Hong, Sirui; Hutter, Frank; Ji, Rongrong; Junior, Julio C S Jacques; Li, Ge; Lindauer, Marius; Luo, Zhipeng; Madadi, Meysam; Nierhoff, Thomas; Niu, Kangning; Pan, Chunguang; Stoll, Danny; Treguer, Sebastien; Wang, Jin; Wang, Peng; Wu, Chenglin; Xiong, Youcheng; Zela, Arber; Zhang, Yang

Winning Solutions and Post-Challenge Analyses of the ChaLearn AutoDL Challenge 2019 Journal Article

In: IEEE Transactions on Pattern Analysis and Machine Intelligence, vol. 43, no. 9, pp. 3108-3125, 2020.


Runge, Frederic; Stoll, Danny; Falkner, Stefan; Hutter, Frank

Learning to Design RNA Inproceedings

In: International Conference on Learning Representations, 2019.