I am a Research Engineer at Preferred Networks Inc. Prior to the company, I was studying at the University of Freiburg under the supervision of Prof. Frank Hutter. My specialization lies in Hyperparameter optimization and the interpretation of its results.
- c-TPE: Tree-structured Parzen Estimator with Inequality Constraints for Expensive Hyperparameter Optimization [IJCAI 2023]
- Speeding Up Multi-Objective Hyperparameter Optimization by Task Similarity-Based Meta-Learning for the Tree-Structured Parzen Estimator [IJCAI 2023]
- PED-ANOVA: Efficiently Quantifying Hyperparameter Importance in Arbitrary Subspaces [IJCAI 2023]
📫 Email: [email protected]