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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.DS2023

Inference for Probabilistic Dependency Graphs

Oliver E. Richardson, Joseph Y. Halpern, Christopher De Sa

Probabilistic dependency graphs (PDGs) are a flexible class of probabilistic graphical models, subsuming Bayesian Networks and Factor Graphs. They can also capture inconsistent bel…