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cs.AI2025
humancompatible.interconnect: Testing Properties of Repeated Uses of Interconnections of AI Systems
Rodion Nazarov, Anthony Quinn, Robert Shorten +1
Artificial intelligence (AI) systems often interact with multiple agents. The regulation of such AI systems often requires that {\em a priori\/} guarantees of fairness and robustne…
cs.AI2025
Generating Likely Counterfactuals Using Sum-Product Networks
Jiri Nemecek, Tomas Pevny, Jakub Marecek
The need to explain decisions made by AI systems is driven by both recent regulation and user demand. The decisions are often explainable only post hoc. In counterfactual explanati…