Katharina Eggensperger
Publication record assembled from the DBLP archive of ranked conferences.
Papers indexed
9
Venues
7
Active years
2014–2025
Best venue rank
A*
Where they publish
Papers
9 indexed papers, newest first.
| Year | Venue | Title | Authors |
|---|---|---|---|
| 2025 | ECAI | In-Context Decision Making for Optimizing Complex AutoML Pipelines. | Amir Rezaei Balef, Katharina Eggensperger |
| 2024 | ICML | Position: Why We Must Rethink Empirical Research in Machine Learning. | Moritz Herrmann, F. Julian D. Lange, Katharina Eggensperger, Giuseppe Casalicchio, Marcel Wever, Matthias Feurer, David Rgamer, Eyke Hllermeier, Anne-Laure Boulesteix, Bernd Bischl |
| 2023 | ICLR | TabPFN: A Transformer That Solves Small Tabular Classification Problems in a Second. | Noah Hollmann, Samuel Mller, Katharina Eggensperger, Frank Hutter |
| 2023 | IDA | Mind the Gap: Measuring Generalization Performance Across Multiple Objectives. | Matthias Feurer, Katharina Eggensperger, Edward Bergman, Florian Pfisterer, Bernd Bischl, Frank Hutter |
| 2018 | IJCAI | Neural Networks for Predicting Algorithm Runtime Distributions. | Katharina Eggensperger, Marius Lindauer, Frank Hutter |
| 2017 | AAAI | Efficient Parameter Importance Analysis via Ablation with Surrogates. | Andre Biedenkapp, Marius Lindauer, Katharina Eggensperger, Frank Hutter, Chris Fawcett, Holger H. Hoos |
| 2016 | ICRA | Automatic bone parameter estimation for skeleton tracking in optical motion capture. | Tobias Schubert, Katharina Eggensperger, Alexis Gkogkidis, Frank Hutter, Tonio Ball, Wolfram Burgard |
| 2015 | AAAI | Efficient Benchmarking of Hyperparameter Optimizers via Surrogates. | Katharina Eggensperger, Frank Hutter, Holger H. Hoos, Kevin Leyton-Brown |
| 2014 | ECAI | Surrogate Benchmarks for Hyperparameter Optimization. | Katharina Eggensperger, Frank Hutter, Holger H. Hoos, Kevin Leyton-Brown |