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cs.AI2026
From numerical proportions to analogical proportions between probabilities
Henri Prade, Gilles Richard
Analogical proportions link four items a, b, c, d by a relation stating that ``a is to b as c is to d", a, b, c, d being the formal representation of real world entities, ranging f…
cs.AI2025
Ranking Counterfactual Explanations
Suryani Lim, Henri Prade, Gilles Richard
AI-driven outcomes can be challenging for end-users to understand. Explanations can address two key questions: "Why this outcome?" (factual) and "Why not another?" (counterfactual)…