1 citations · 1 across the 1 of their papers we have counts for
2 papers
cs.LG2026
Large-scale Testing Global Optimization Methods with Black-box Adversarial Attacks
Wojciech Zarzecki, Jarosław Arabas
Existing global optimization benchmark suites are of a moderate size and are based on a small number of analytical functions that date back even to the 1970s. This causes a risk of…
cs.NE2025★ 1 cited
Covariance Matrix Adaptation Evolution Strategy without a matrix
Jarosław Arabas, Adam Stelmaszczyk, Eryk Warchulski +2
Covariance Matrix Adaptation Evolution Strategy (CMA-ES) is a highly effective optimization technique. A primary challenge when applying CMA-ES in high dimensionality is sampling f…