Thibaut Vidal

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

Thibaut Vidal, Julien Ferry

Modern machine learning (ML) increasingly relies on complex models whose behavior is difficult to characterize beyond empirical performance metrics. Across a wide range of tasks, including prediction, generation, and decision-making, models with similar empirical performance can…Read more