Author

Julien Ferry

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Review Jul 2026

Trustworthy Machine Learning through the Lens of Combinatorial Optimization: Survey and Research Perspectives

This survey highlights how optimization- and certification-oriented reasoning can provide a useful framework for reasoning about differences in models, supporting tasks ranging from model training and selection to auditing and certification.

Thibaut Vidal, Julien Ferry · 0 citations