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Author

Gabriela Ochoa

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Jul 2026

Semantic Space Search Trajectory Networks

The results show that semantic space STNs capture functional training dynamics arising from the interaction between learning algorithms and data, providing a tool for analyzing and comparing learning dynamics across machine learning models and training regimes.

Julian Agudelo, A. Tonda, Gabriela Ochoa et al. · 0 citations
Book Open access Jul 2026

Multi-objective Local Optima Networks based on Decomposition

Mo-LON/D, a decomposition-based local optima network model for multi-objective landscapes, is introduced, indicating that mo-LON/D offers comparable explanatory power (and even higher correlations) with respect to the performance of state-of-the-art algorithms.

Gabriela Ochoa, Quentin Renau, Arnaud Liefooghe et al. · 0 citations

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