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cs.AI2024
Algebraic Evaluation Theorems
Andrés Corrada-Emmanuel
Majority voting (MV) is the prototypical ``wisdom of the crowd'' algorithm. Theorems considering when MV is optimal for group decisions date back to Condorcet's 1785 jury \emph{dec…
cs.LG2024
A logical alarm for misaligned binary classifiers
Andrés Corrada-Emmanuel, Ilya Parker, Ramesh Bharadwaj
If two agents disagree in their decisions, we may suspect they are not both correct. This intuition is formalized for evaluating agents that have carried out a binary classificatio…