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A quasi Newton approach for MAP inference in MRFs when a node is shared by exactly two sub-problems.
C++ Python
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README.md
chainEnergyFistaSPNorm.hpp
chainEnergyMPNumerical.hpp
chainEnergySP.hpp
chainEnergySPNorm.hpp
chainEnergySPNumSparse.hpp
chainEnergySPNumerical.hpp
cliqChainFistaSP.hpp
cliqChainFistaSPNorm.hpp
cliqChainFistaSPNumerical.hpp
cliqChainSP.hpp
cliqChainSPNorm.hpp
cliqChainSPNumSparse.hpp
cliqChainSPNumSparseExitFista.hpp
cliqChainSPNumSparseFista.hpp
cliqChainSPNumerical.hpp
cliqChainSPNumericalFista.hpp
cliqChainSPPairSparseFista.hpp
cliqChainSPSparse.hpp
cliqMargSum.txt
clique.hpp
config.txt
cumTime.py
dualSys.cpp
dualSys.hpp
dualSys.o
energySP.hpp
feasPrimalSP.hpp
fwdSparse.hpp
makefile.uai
myUtils.cpp
myUtils.hpp
myUtils.o
newtonTest
newtonTest.cpp
newtonTest.o
node.hpp
performLineSearch.cpp
performLineSearch.hpp
prepareOp.cpp
proposalFiles.txt
quasiNewton.cpp
quasiNewton.hpp
recoverFeasPrimal.txt
srOne.cpp
srOne.hpp
subProblem.hpp
variousEnergies.hpp

README.md

QN-MRF

A quasi Newton approach for MAP inference in MRFs when a node is shared by exactly two sub-problems.

Refer readme file of TRN-MRF.

Function descriptions

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