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20072023
most citedFinding All the Stationary Points of a Potential Energy Landscape via Numerical Polynomial Homotopy Continuation Method

90 citations · 1.1k across the 68 of their papers we have counts for

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Showing 2016 · stat.MLShow all

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stat.ML2016★ 2 cited

Fixed Points of Belief Propagation -- An Analysis via Polynomial Homotopy Continuation

Christian Knoll, Franz Pernkopf, Dhagash Mehta +1

Belief propagation (BP) is an iterative method to perform approximate inference on arbitrary graphical models. Whether BP converges and if the solution is a unique fixed point depe…