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Tighter Relaxations for MAP-MRF Inference: A Local Primal-Dual Gap based Separation Algorithm

Tighter Relaxations for MAP-MRF Inference: A Local Primal-Dual Gap based Separation Algorithm Dhruv Batra (TTI-Chicago), Sebastian Nowozin (Microsoft Research Cambridge), Pushmeet Kohli (Microsoft Research Cambridge). Local Primal-Dual Gap. LP-Relaxations for MAP Inference in MRFs.

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Making the Right Moves: Guiding ?-Expansion using Local Primal-Dual Gaps

Making the Right Moves: Guiding ?-Expansion using Local Primal-Dual Gaps Dhruv Batra (TTI Chicago), Pushmeet Kohli (Microsoft Research Cambridge). Primal-Dual Interpretation of Expansion. Algorithm. More Results. MAP Inference in MRFs. LPDG Full Sweep. LP Relaxations.

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Local primal dual gap - PowerPoint PPT Presentation

Tighter Relaxations for MAP-MRF Inference: A Local Primal-Dual Gap based Separation Algorithm

Making the Right Moves: Guiding ?-Expansion using Local Primal-Dual Gaps