Elena Raponi

According to our database, Elena Raponi authored at least 27 papers between 2019 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2026

Does Dimensionality Reduction via Random Projections Preserve Landscape Features?

Iván Olarte Rodríguez, Anja Jankovic, Thomas Bäck, Elena Raponi

CoRR, April, 2026

MuViS: Multimodal Virtual Sensing Benchmark.

Jens Uwe Brandt, Noah Christoph Pütz, Jobel Jose George, Niharika Vinay Kumar, Elena Raponi, Marc Hilbert, Thomas Bäck, Thomas Bartz-Beielstein

CoRR, March, 2026

Investigating the Interplay of Parameterization and Optimizer in Gradient-Free Topology Optimization: A Cantilever Beam Case Study.

Jelle Westra, Iván Olarte Rodríguez, Niki van Stein, Thomas Bäck, Elena Raponi

Proceedings of the Applications of Evolutionary Computation - 29th European Conference, 2026

Benchmarking that Matters: Rethinking Benchmarking in Continuous Optimisation for Practical Impact.

Anna V. Kononova, Niki van Stein, Olaf Mersmann, Thomas Bäck, Thomas Bartz-Beielstein, Tobias Glasmachers, Michael Hellwig, Sebastian Krey, Jakub Kudela, Boris Naujoks, Leonard Papenmeier, Elena Raponi, Quentin Renau, Jeroen Rook, Lennart Schäpermeier, Diederick Vermetten, Daniela Zaharie

Proceedings of the Applications of Evolutionary Computation - 29th European Conference, 2026

2025

Benchmarking that Matters: Rethinking Benchmarking for Practical Impact.

Anna V. Kononova, Niki van Stein, Olaf Mersmann, Thomas Bäck, Thomas Bartz-Beielstein, Tobias Glasmachers, Michael Hellwig, Sebastian Krey, Jakub Kudela, Boris Naujoks, Leonard Papenmeier, Elena Raponi, Quentin Renau, Jeroen Rook, Lennart Schäpermeier, Diederick Vermetten, Daniela Zaharie

CoRR, November, 2025

MECHBench: A Set of Black-Box Optimization Benchmarks originated from Structural Mechanics.

Iván Olarte Rodríguez, Maria Laura Santoni, Fabian Duddeck, Carola Doerr, Thomas Bäck, Elena Raponi

CoRR, November, 2025

LLaMEA-BO: A Large Language Model Evolutionary Algorithm for Automatically Generating Bayesian Optimization Algorithms.

Wenhu Li, Niki van Stein, Thomas Bäck, Elena Raponi

CoRR, May, 2025

Optimizing With Low Budgets: A Comparison on the Black-Box Optimization Benchmarking Suite and OpenAI Gym.

Elena Raponi, Nathanaël Carraz Rakotonirina, Jérémy Rapin, Carola Doerr, Olivier Teytaud

IEEE Trans. Evol. Comput., February, 2025

Why Are You Wrong? Counterfactual Explanations for Language Grounding with 3D Objects.

Tobias Preintner, Weixuan Yuan, Qi Huang, Adrian König, Thomas Bäck, Elena Raponi, Niki van Stein

Proceedings of the International Joint Conference on Neural Networks, 2025

Optimization Is Not Enough: Why Problem Formulation Deserves Equal Attention.

Iván Olarte Rodríguez, Gokhan Serhat, Mariusz Bujny, Fabian Duddeck, Thomas Bäck, Elena Raponi

Proceedings of the Computational Intelligence - 17th International Joint Conference, 2025

EvoCAD: Evolutionary CAD Code Generation with Vision Language Models.

Tobias Preintner, Weixuan Yuan, Adrian König, Thomas Bäck, Elena Raponi, Niki van Stein

Proceedings of the 37th IEEE International Conference on Tools with Artificial Intelligence, 2025

Cascading CMA-ES Instances for Generating Input-diverse Solution Batches.

Maria Laura Santoni, Christoph Dürr, Carola Doerr, Mike Preuss, Elena Raponi

Proceedings of the Genetic and Evolutionary Computation Conference Companion, 2025

Feasibility-Driven Trust Region Bayesian Optimization.

Paolo Ascia, Elena Raponi, Thomas Bäck, Fabian Duddeck

Proceedings of the International Conference on Automated Machine Learning (AutoML 2025), 2025

2024

Comparison of High-Dimensional Bayesian Optimization Algorithms on BBOB.

Maria Laura Santoni, Elena Raponi, Renato De Leone, Carola Doerr

ACM Trans. Evol. Learn. Optim., September, 2024

Automated Machine Learning For Computational Mechanics (Dagstuhl Seminar 24282).

Elena Raponi, Lars Kotthoff, Hyunsun Alicia Kim, Marius Lindauer

Dagstuhl Reports, 2024

Illuminating the Diversity-Fitness Trade-Off in Black-Box Optimization.

Maria Laura Santoni, Elena Raponi, Aneta Neumann, Frank Neumann, Mike Preuss, Carola Doerr

CoRR, 2024

Automated Federated Learning via Informed Pruning.

Christian Internò, Elena Raponi, Niki van Stein, Thomas Bäck, Markus Olhofer, Yaochu Jin, Barbara Hammer

CoRR, 2024

2023

Comparison of Bayesian Optimization Algorithms for BBOB Problems in Dimensions 10 and 60.

Maria Laura Santoni, Elena Raponi, Renato De Leone, Carola Doerr

Proceedings of the Companion Proceedings of the Conference on Genetic and Evolutionary Computation, 2023

Towards Self-Adjusting Weighted Expected Improvement for Bayesian Optimization.

Carolin Benjamins, Elena Raponi, Anja Jankovic, Carola Doerr, Marius Lindauer

Proceedings of the Companion Proceedings of the Conference on Genetic and Evolutionary Computation, 2023

Self-Adjusting Weighted Expected Improvement for Bayesian Optimization.

Carolin Benjamins, Elena Raponi, Anja Jankovic, Carola Doerr, Marius Lindauer

Proceedings of the International Conference on Automated Machine Learning, 2023

2022

GSAreport: Easy to Use Global Sensitivity Reporting.

Bas van Stein, Elena Raponi

J. Open Source Softw., October, 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

CoRR, 2022

PI is back! Switching Acquisition Functions in Bayesian Optimization.

Carolin Benjamins, Elena Raponi, Anja Jankovic, Koen van der Blom, Maria Laura Santoni, Marius Lindauer, Carola Doerr

CoRR, 2022

A Comparison of Global Sensitivity Analysis Methods for Explainable AI With an Application in Genomic Prediction.

Bas van Stein, Elena Raponi, Zahra Sadeghi, Niek Bouman, Roeland C. H. J. van Ham, Thomas Bäck

IEEE Access, 2022

High Dimensional Bayesian Optimization with Kernel Principal Component Analysis.

Kirill A. Antonov, Elena Raponi, Hao Wang, Carola Doerr

Proceedings of the Parallel Problem Solving from Nature - PPSN XVII, 2022

2020

High Dimensional Bayesian Optimization Assisted by Principal Component Analysis.

Elena Raponi, Hao Wang, Mariusz Bujny, Simonetta Boria, Carola Doerr

Proceedings of the Parallel Problem Solving from Nature - PPSN XVI, 2020

2019

Hybrid Kriging-assisted Level Set Method for Structural Topology Optimization.

Elena Raponi, Mariusz Bujny, Markus Olhofer, Simonetta Boria, Fabian Duddeck

Proceedings of the 11th International Joint Conference on Computational Intelligence, 2019