Manuel López‐Ibáñez

Automated Algorithm Configuration and Design

2023

tutorial Free Access Share on Automated Algorithm Configuration and Design Authors: Leslie Pérez Cáceres Pontificia Universidad Católica de Valparaíso, Valparaíso, Chile Pontificia Universidad Católica de Valparaíso, Valparaíso, Chile https://orcid.org/0000-0001-5553-6150Search about this author , Manuel López-Ibáñez …

Transfer Learning of Surrogate Models via Domain Affine Transformation Across Synthetic and Real-World Benchmarks

2025

Surrogate models are frequently employed as efficient substitutes for the costly execution of real-world processes. However, constructing a high-quality surrogate model often demands extensive data acquisition. A solution to this issue is to transfer pre-trained …