Search Results for author: Pankaj Pansari

Found 2 papers, 1 papers with code

Worst-case Optimal Submodular Extensions for Marginal Estimation

1 code implementation10 Jan 2018 Pankaj Pansari, Chris Russell, M. Pawan Kumar

Submodular extensions of an energy function can be used to efficiently compute approximate marginals via variational inference.

Variational Inference

Truncated Max-of-Convex Models

no code implementations CVPR 2017 Pankaj Pansari, M. Pawan Kumar

In order to minimize the energy function of a TMCM over all possible labelings, we design an efficient st-MINCUT based range expansion algorithm.

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