| Cascading CMA-ES Instances for Generating Input-diverse Solution Batches ML Santoni, C Dürr, C Doerr, M Preuss, E Raponi arXiv preprint arXiv:2502.13730, 2025 | | 2025 |
| Automated Machine Learning For Computational Mechanics (Dagstuhl Seminar 24282) E Raponi, L Kotthoff, HA Kim, M Lindauer Dagstuhl Reports 14 (7), 17-34, 2025 | | 2025 |
| Topology optimization of periodic structures for crash and static load cases using the evolutionary level set method HM Huang, E Raponi, F Duddeck, S Menzel, M Bujny Optimization and Engineering 25 (3), 1597-1630, 2024 | 8 | 2024 |
| Illuminating the Diversity-Fitness Trade-Off in Black-Box Optimization ML Santoni, E Raponi, A Neumann, F Neumann, M Preuss, C Doerr arXiv preprint arXiv:2408.16393, 2024 | 1 | 2024 |
| Comparison of high-dimensional bayesian optimization algorithms on BBOB ML Santoni, E Raponi, RD Leone, C Doerr ACM Transactions on Evolutionary Learning 4 (3), 1-33, 2024 | 13 | 2024 |
| Adaptive Hybrid Model Pruning in Federated Learning through Loss Exploration C Internò, E Raponi, N van Stein, T Bäck, M Olhofer, Y Jin, B Hammer International Workshop on Federated Foundation Models in Conjunction with …, 2024 | 1* | 2024 |
| Twofold Adaptive Design Space Reduction for Constrained Bayesian Optimization of Transonic Compressor Blades L Pretsch, I Arsenyev, E Raponi, F Duddeck ASME Turbo Expo 2024: Turbomachinery Technical Conference and Exposition, 2024 | 2 | 2024 |
| Complementing Drawability Assessment of Deep-Drawn Components with Surrogate-Based Global Sensitivity Analysis T Lehrer, A Kaps, I Lepenies, E Raponi, M Wagner, F Duddeck ASME J. Risk Uncertainty Part B. 10 (3), 031204, 2024 | | 2024 |
| Material parameter optimization of flax/epoxy composite laminates under low-velocity impact V Giammaria, G Del Bianco, E Raponi, D Fiumarella, R Ciardiello, S Boria, ... Composite Structures 321, 117303, 2023 | 15 | 2023 |
| Optimizing with Low Budgets: a Comparison on the Black-box Optimization Benchmarking Suite and OpenAI Gym E Raponi, NR Carraz, J Rapin, C Doerr, O Teytaud IEEE Transactions on Evolutionary Computation, 2023 | 6 | 2023 |
| Comparison of Bayesian optimization algorithms for bbob problems in dimensions 10 and 60 ML Santoni, E Raponi, R De Leone, C Doerr Proceedings of the Companion Conference on Genetic and Evolutionary …, 2023 | 2 | 2023 |
| Towards Self-Adjusting Weighted Expected Improvement for Bayesian Optimization C Benjamins, E Raponi, A Jankovic, C Doerr, M Lindauer | 1 | 2023 |
| Self-Adjusting Weighted Expected Improvement for Bayesian Optimization C Benjamins, E Raponi, A Jankovic, C Doerr, M Lindauer Proceedings of the Second International Conference on Automated Machine Learning, 2023 | 6 | 2023 |
| Pedestrian safety assessments via full human body models and advanced injury criteria MRG Duarte, F Duddeck, E Raponi, M Alves Journal of the Brazilian Society of Mechanical Sciences and Engineering 45 …, 2023 | | 2023 |
| Towards automated design of bayesian optimization via exploratory landscape analysis C Benjamins, A Jankovic, E Raponi, K van der Blom, M Lindauer, C Doerr arXiv preprint arXiv:2211.09678, 2022 | 6 | 2022 |
| Pi is back! Switching acquisition functions in Bayesian optimization C Benjamins, E Raponi, A Jankovic, K van der Blom, ML Santoni, ... arXiv preprint arXiv:2211.01455, 2022 | 11 | 2022 |
| GSAreport: Easy to Use Global Sensitivity Reporting V Stein, E Raponi Journal of Open Source Software 7 (78), 4721, 2022 | 2 | 2022 |
| A comparison of global sensitivity analysis methods for explainable AI with an application in genomic prediction B Van Stein, E Raponi, Z Sadeghi, N Bouman, RCHJ Van Ham, T Bäck IEEE Access 10, 103364-103381, 2022 | 45 | 2022 |
| Quantum annealing for industry applications: Introduction and review S Yarkoni, E Raponi, T Bäck, S Schmitt Reports on Progress in Physics 85 (10), 104001, 2022 | 330 | 2022 |
| High dimensional Bayesian optimization with kernel principal component analysis K Antonov, E Raponi, H Wang, C Doerr International Conference on Parallel Problem Solving from Nature, 118-131, 2022 | 15 | 2022 |
Simonetta BoriaUniversita' di CamerinoGeverifieerd e-mailadres voor unicam.it
