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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)…
cs.AI2024
Frank's triangular norms in Piaget's logical proportions
Henri Prade, Gilles Richard
Starting from the Boolean notion of logical proportion in Piaget's sense, which turns out to be equivalent to analogical proportion, this note proposes a definition of analogical p…