Selected Publications
-
Academic Article
- Best Practices For Empirical Meta-Algorithmic Research: Guidelines from the COSEAL Research Network. arXiv. 2025-12-01
- mlr3extralearners: Expanding the mlr3 Ecosystem with Community-Driven Learner Integration. Journal of Open Source Software. 2025-11-01
- Dude, Who's Driving My Car? Detecting Familiar and Unfamiliar Drivers Using CAN Bus Data. 10th International Conference on Smart and Sustainable Technologies (SpliTech). 2025-01-01
- Opening the Black Box: Automated Software Analysis for Algorithm Selection. . 2022-01-01
- Opening the Black Box: Automated Software Analysis for Algorithm Selection. 1st International Conference on Automated Machine Learning. 2022-01-01
- Porting IDL programs into Python for GPU-Accelerated In-situ Analysis. 2021 Boulder Summer Student Research Symposium. 2021-01-01
- Opening the Black Box: Automatically Characterizing Software for Algorithm Selection (Student Abstract). Proceedings of the AAAI Conference on Artificial Intelligence. 34:13899-13900. 2020-01-01
-
Chapter
- Beyond Regression and Classification. CRC Press. 2024-01-01
-
Document
- Introducing mlr3cluster: Cluster Analysis Package. R-Bloggers.com. 2020-10-01