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20202023
most citedLoss as the Inconsistency of a Probabilistic Dependency Graph: Choose Your Model, Not Your Loss Function

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cs.AI2020

Probabilistic Dependency Graphs

Oliver Richardson, Joseph Y Halpern

We introduce Probabilistic Dependency Graphs (PDGs), a new class of directed graphical models. PDGs can capture inconsistent beliefs in a natural way and are more modular than Baye…