The When and How of Target Variable TransformationsInternational Symposium on Intelligent Data Analysis (IDA), 2025 |
Never Start from Scratch: Expediting On-Device LLM Personalization via Explainable Model SelectionACM SIGMOBILE International Conference on Mobile Systems, Applications, and Services (MobiSys), 2025 |
Prior-Fitted Networks Scale to Larger Datasets When Treated as Weak LearnersInternational Conference on Artificial Intelligence and Statistics (AISTATS), 2025 |
Meta-Learning from Learning Curves for Budget-Limited Algorithm
SelectionPattern Recognition Letters (PR), 2024 |
Landscape-Aware Automated Algorithm Configuration using Multi-output
Mixed Regression and ClassificationParallel Problem Solving from Nature (PPSN), 2024 |