Stefan Falkner
Publication record assembled from the DBLP archive of ranked conferences.
Papers indexed
9
Venues
4
Active years
2015–2024
Best venue rank
A*
Where they publish
Papers
9 indexed papers, newest first.
| Year | Venue | Title | Authors |
|---|---|---|---|
| 2024 | AISTATS | Scalable Meta-Learning with Gaussian Processes. | Petru Tighineanu, Lukas Grossberger, Paul Baireuther, Kathrin Skubch, Stefan Falkner, Julia Vinogradska, Felix Berkenkamp |
| 2024 | ICML | MALIBO: Meta-learning for Likelihood-free Bayesian Optimization. | Jiarong Pan, Stefan Falkner, Felix Berkenkamp, Joaquin Vanschoren |
| 2020 | ICLR | Meta-Learning Acquisition Functions for Transfer Learning in Bayesian Optimization. | Michael Volpp, Lukas P. Frhlich, Kirsten Fischer, Andreas Doerr, Stefan Falkner, Frank Hutter, Christian Daniel |
| 2019 | ICLR | Learning to Design RNA. | Frederic Runge, Danny Stoll, Stefan Falkner, Frank Hutter |
| 2018 | ICLR | Practical Hyperparameter Optimization for Deep Learning. | Stefan Falkner, Aaron Klein, Frank Hutter |
| 2018 | ICML | BOHB: Robust and Efficient Hyperparameter Optimization at Scale. | Stefan Falkner, Aaron Klein, Frank Hutter |
| 2017 | AISTATS | Fast Bayesian Optimization of Machine Learning Hyperparameters on Large Datasets. | Aaron Klein, Stefan Falkner, Simon Bartels, Philipp Hennig, Frank Hutter |
| 2017 | ICLR | Learning Curve Prediction with Bayesian Neural Networks. | Aaron Klein, Stefan Falkner, Jost Tobias Springenberg, Frank Hutter |
| 2015 | SAT | SpySMAC: Automated Configuration and Performance Analysis of SAT Solvers. | Stefan Falkner, Marius Lindauer, Frank Hutter |