Does Dimensionality Reduction via Random Projections Preserve Landscape Features?
arXiv:2604.13230v1 Announce Type: new
Abstract: Exploratory Landscape Analysis (ELA) provides numerical features for characterizing black-box optimization problems. In high-dimensional settings, however, ELA suffers from sparsity effects, high estimat…