Danny Stoll

Publication Activity (10 Years)

Years Active: 2018-2023
Publications (10 Years): 13

Top Topics

Neural Architecture

Hyperparameters

Top Venues

IEEE Trans. Pattern Anal. Mach. Intell.

Publications

Simon Schrodi, Danny Stoll, Binxin Ru, Rhea Sukthanker, Thomas Brox, Frank Hutter
Construction of Hierarchical Neural Architecture Search Spaces based on Context-free Grammars. NeurIPS (2023)
Neeratyoy Mallik, Edward Bergman, Carl Hvarfner, Danny Stoll, Maciej Janowski, Marius Lindauer, Luigi Nardi, Frank Hutter
PriorBand: Practical Hyperparameter Optimization in the Age of Deep Learning. NeurIPS (2023)
Neeratyoy Mallik, Edward Bergman, Carl Hvarfner, Danny Stoll, Maciej Janowski, Marius Lindauer, Luigi Nardi, Frank Hutter
PriorBand: Practical Hyperparameter Optimization in the Age of Deep Learning. CoRR (2023)
Archit Bansal, Danny Stoll, Maciej Janowski, Arber Zela, Frank Hutter
JAHS-Bench-201: A Foundation For Research On Joint Architecture And Hyperparameter Search. NeurIPS (2022)
Carl Hvarfner, Danny Stoll, Artur L. F. Souza, Marius Lindauer, Frank Hutter, Luigi Nardi
$\pi$BO: Augmenting Acquisition Functions with User Beliefs for Bayesian Optimization. ICLR (2022)
Zhengying Liu, Adrien Pavao, Zhen Xu, Sergio Escalera, Fabio Ferreira, Isabelle Guyon, Sirui Hong, Frank Hutter, Rongrong Ji, Júlio C. S. Jacques Júnior, Ge Li, Marius Lindauer, Zhipeng Luo, Meysam Madadi, Thomas Nierhoff, Kangning Niu, Chunguang Pan, Danny Stoll, Sébastien Treguer, Jin Wang, Peng Wang, Chenglin Wu, Youcheng Xiong, Arber Zela, Yang Zhang
Winning solutions and post-challenge analyses of the ChaLearn AutoDL challenge 2019. CoRR (2022)
Carl Hvarfner, Danny Stoll, Artur L. F. Souza, Marius Lindauer, Frank Hutter, Luigi Nardi
πBO: Augmenting Acquisition Functions with User Beliefs for Bayesian Optimization. CoRR (2022)
Diane Wagner, Fabio Ferreira, Danny Stoll, Robin Tibor Schirrmeister, Samuel Müller, Frank Hutter
On the Importance of Hyperparameters and Data Augmentation for Self-Supervised Learning. CoRR (2022)
Simon Schrodi, Danny Stoll, Binxin Ru, Rhea Sukthanker, Thomas Brox, Frank Hutter
Towards Discovering Neural Architectures from Scratch. CoRR (2022)
Zhengying Liu, Adrien Pavao, Zhen Xu, Sergio Escalera, Fabio Ferreira, Isabelle Guyon, Sirui Hong, Frank Hutter, Rongrong Ji, Júlio C. S. Jacques Júnior, Ge Li, Marius Lindauer, Zhipeng Luo, Meysam Madadi, Thomas Nierhoff, Kangning Niu, Chunguang Pan, Danny Stoll, Sébastien Treguer, Jin Wang, Peng Wang, Chenglin Wu, Youcheng Xiong, Arber Zela, Yang Zhang
Winning Solutions and Post-Challenge Analyses of the ChaLearn AutoDL Challenge 2019. IEEE Trans. Pattern Anal. Mach. Intell. 43 (9) (2021)
Danny Stoll, Jörg K. H. Franke, Diane Wagner, Simon Selg, Frank Hutter
Hyperparameter Transfer Across Developer Adjustments. CoRR (2020)
Frederic Runge, Danny Stoll, Stefan Falkner, Frank Hutter
Learning to Design RNA. ICLR (Poster) (2019)
Frederic Runge, Danny Stoll, Stefan Falkner, Frank Hutter
Learning to Design RNA. CoRR (2018)