Raponi, Elena

5 publications

AutoML 2025 Feasibility-Driven Trust Region Bayesian Optimization Paolo Ascia, Elena Raponi, Thomas Bäck, Fabian Duddeck

NeurIPSW 2024 Adaptive Hybrid Model Pruning in Federated Learning Through Loss Exploration Christian Internò, Elena Raponi, Niki van Stein, Thomas Bäck, Markus Olhofer, Yaochu Jin, Barbara Hammer

ICMLW 2024 Adaptive Model Pruning in Federated Learning Through Loss Exploration Christian Internò, Elena Raponi, Niki van Stein, Thomas Bäck, Markus Olhofer, Yaochu Jin, Barbara Hammer

AutoML 2023 Self-Adjusting Weighted Expected Improvement for Bayesian Optimization Carolin Benjamins, Elena Raponi, Anja Jankovic, Carola Doerr, Marius Lindauer

NeurIPSW 2022 Towards Automated Design of Bayesian Optimization via Exploratory Landscape Analysis Carolin Benjamins, Anja Jankovic, Elena Raponi, Koen van der Blom, Marius Lindauer, Carola Doerr