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M.Pawan Kumar

1 paper hereh-index 00 citations1 works total

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  • last author1

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  • cs.LG1

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collaborators

1 paper

cs.LG2018

Worst-case Optimal Submodular Extensions for Marginal Estimation

Pankaj Pansari, Chris Russell, M. Pawan Kumar

Submodular extensions of an energy function can be used to efficiently compute approximate marginals via variational inference. The accuracy of the marginals depends crucially on t…

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