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Beyond Loose LP-relaxations: Optimizing MRFs by Repairing Cycles

Beyond Loose LP-relaxations: Optimizing MRFs by Repairing Cycles

Beyond Loose LP-relaxations: Optimizing MRFs by Repairing Cycles. Nikos Komodakis (University of Crete) Nikos Paragios ( Ecole Centrale de Paris). TexPoint fonts used in EMF. Read the TexPoint manual before you delete this box.: A A. Discrete MRF optimization. Given:

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531 views • 47 slides
DUALITY THEORY

DUALITY THEORY

DUALITY THEORY. CONTENTS Defining the Dual Problem The Weak Duality Theorem The Strong Duality Theorem Simplex Algorithm and Dual Variables Complementary Slackness Conditions Dual Simplex Method Reference: Chapter 6 in Bazaraa, Jarvis and Sherali. Lower and Upper Bounds.

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504 views • 30 slides
Chapter 8 PD-Method and Local Ratio

Chapter 8 PD-Method and Local Ratio

Chapter 8 PD-Method and Local Ratio. Ding-Zhu Du. (1) Duality of LP. Dual LP. Primal. Dual. Lemma. Proof. Theorem. Proof. Complementary Slackness Condition. Remark. Chapter 8 PD-Method and Local Ratio. Ding-Zhu Du. (2) Primal-Dual Method. Primal and Dual.

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420 views • 29 slides
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

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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117 views • 1 slides

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