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Home/Authors/Elena Raponi

Elena Raponi

1 indexed paper

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Publications per year

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26

Top categories

Neural Computing×1Comp. Eng.×1

Frequent co-authors

Iván Olarte Rodríguez1×
Anja Jankovic1×
Thomas Bäck1×

Research Timeline

2026
Sampling on Random Subspaces under Limited Data in the Context of Exploratory Landscape Analysis

This paper proposes a new sampling strategy for Exploratory Landscape Analysis using random linear embeddings to improve the robustness of landscape descriptors when budgets are limited.

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Papers

cs.NEcs.CEEmpiricalRecentJul 8, 2026

Sampling on Random Subspaces under Limited Data in the Context of Exploratory Landscape Analysis

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

This paper proposes a new sampling strategy for Exploratory Landscape Analysis using random linear embeddings to improve the robustness of landscape descriptors when budgets are limited.

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