We stand with Ukraine  

Elena Raponi

Orcid: 0000-0001-6841-7409

Affiliations:
  • Leiden University, Leiden Institute of Advanced Computer Science, The Netherlands
  • TU Munich, School of Engineering and Design, Germany (former)
  • University of Camerino, Italy (PhD 2021)
  • Sorbonne Université, Paris, France (former)


According to our database1, Elena Raponi authored at least 14 papers between 2019 and 2024.

Collaborative distances:

Timeline

Legend:

Book 
In proceedings 
Article 
PhD thesis 
Dataset
Other 

Links

Online presence:

On csauthors.net:

Bibliography

2024
Comparison of High-Dimensional Bayesian Optimization Algorithms on BBOB.
[BibTeX]
[DOI]
Maria Laura Santoni
,
Elena Raponi
,
Renato De Leone
,
Carola Doerr
ACM Trans. Evol. Learn. Optim., September, 2024

Illuminating the Diversity-Fitness Trade-Off in Black-Box Optimization.
[BibTeX]
[DOI]
Maria Laura Santoni
,
Elena Raponi
,
Aneta Neumann
,
Frank Neumann
,
Mike Preuss
,
Carola Doerr
CoRR, 2024

Automated Federated Learning via Informed Pruning.
[BibTeX]
[DOI]
Christian Internò
,
Elena Raponi
,
Niki van Stein
,
Thomas Bäck
,
Markus Olhofer
,
Yaochu Jin
,
Barbara Hammer
CoRR, 2024

2023
Optimizing with Low Budgets: a Comparison on the Black-box Optimization Benchmarking Suite and OpenAI Gym.
[BibTeX]
[DOI]
Elena Raponi
,
Nathanaël Carraz Rakotonirina
,
Jérémy Rapin
,
Carola Doerr
,
Olivier Teytaud
CoRR, 2023

Comparison of Bayesian Optimization Algorithms for BBOB Problems in Dimensions 10 and 60.
[BibTeX]
[DOI]
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.
[BibTeX]
[DOI]
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.
[BibTeX]
[DOI]
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.
[BibTeX]
[DOI]
Bas van Stein
,
Elena Raponi
J. Open Source Softw., October, 2022

Towards Automated Design of Bayesian Optimization via Exploratory Landscape Analysis.
[BibTeX]
[DOI]
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.
[BibTeX]
[DOI]
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.
[BibTeX]
[DOI]
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.
[BibTeX]
[DOI]
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.
[BibTeX]
[DOI]
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.
[BibTeX]
[DOI]
Elena Raponi
,
Mariusz Bujny
,
Markus Olhofer
,
Simonetta Boria
,
Fabian Duddeck
Proceedings of the 11th International Joint Conference on Computational Intelligence, 2019


  Loading...