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

Name		Name	Last commit message	Last commit date
README.md		README.md
chainEnergyFistaSPNorm.hpp		chainEnergyFistaSPNorm.hpp
chainEnergyMPNumerical.hpp		chainEnergyMPNumerical.hpp
chainEnergySP.hpp		chainEnergySP.hpp
chainEnergySPNorm.hpp		chainEnergySPNorm.hpp
chainEnergySPNumSparse.hpp		chainEnergySPNumSparse.hpp
chainEnergySPNumerical.hpp		chainEnergySPNumerical.hpp
cliqChainFistaSP.hpp		cliqChainFistaSP.hpp
cliqChainFistaSPNorm.hpp		cliqChainFistaSPNorm.hpp
cliqChainFistaSPNumerical.hpp		cliqChainFistaSPNumerical.hpp
cliqChainSP.hpp		cliqChainSP.hpp
cliqChainSPNorm.hpp		cliqChainSPNorm.hpp
cliqChainSPNumSparse.hpp		cliqChainSPNumSparse.hpp
cliqChainSPNumSparseExitFista.hpp		cliqChainSPNumSparseExitFista.hpp
cliqChainSPNumSparseFista.hpp		cliqChainSPNumSparseFista.hpp
cliqChainSPNumerical.hpp		cliqChainSPNumerical.hpp
cliqChainSPNumericalFista.hpp		cliqChainSPNumericalFista.hpp
cliqChainSPPairSparseFista.hpp		cliqChainSPPairSparseFista.hpp
cliqChainSPSparse.hpp		cliqChainSPSparse.hpp
cliqMargSum.txt		cliqMargSum.txt
clique.hpp		clique.hpp
config.txt		config.txt
cumTime.py		cumTime.py
dualSys.cpp		dualSys.cpp
dualSys.hpp		dualSys.hpp
dualSys.o		dualSys.o
energySP.hpp		energySP.hpp
feasPrimalSP.hpp		feasPrimalSP.hpp
fwdSparse.hpp		fwdSparse.hpp
makefile.uai		makefile.uai
myUtils.cpp		myUtils.cpp
myUtils.hpp		myUtils.hpp
myUtils.o		myUtils.o
newtonTest		newtonTest
newtonTest.cpp		newtonTest.cpp
newtonTest.o		newtonTest.o
node.hpp		node.hpp
performLineSearch.cpp		performLineSearch.cpp
performLineSearch.hpp		performLineSearch.hpp
prepareOp.cpp		prepareOp.cpp
proposalFiles.txt		proposalFiles.txt
quasiNewton.cpp		quasiNewton.cpp
quasiNewton.hpp		quasiNewton.hpp
recoverFeasPrimal.txt		recoverFeasPrimal.txt
srOne.cpp		srOne.cpp
srOne.hpp		srOne.hpp
subProblem.hpp		subProblem.hpp
variousEnergies.hpp		variousEnergies.hpp

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