ECE532_reweightedLasso

The reweighted Lasso can produce more accurate reconstruction for the underlying sparse solution than standard Lasso.

Name		Name	Last commit message	Last commit date
Latest commit History 69 Commits
docs		docs
html		html
results		results
.gitignore		.gitignore
README.md		README.md
analyzeBetas.m		analyzeBetas.m
bcdata_rwSol.mat		bcdata_rwSol.mat
columnNormalization.m		columnNormalization.m
costFunction.m		costFunction.m
fMRIData.m		fMRIData.m
generateBeta.m		generateBeta.m
getNonZeroIdx.m		getNonZeroIdx.m
jlp01_4betasFull.mat		jlp01_4betasFull.mat
lasso_ista.m		lasso_ista.m
lasso_solve.m		lasso_solve.m
myStepFunction.m		myStepFunction.m
numNonZeros.m		numNonZeros.m
plotPerformance.m		plotPerformance.m
reweightedLasso.m		reweightedLasso.m
reweightedLasso_cvx.m		reweightedLasso_cvx.m
simAnalysis.m~		simAnalysis.m~
simBetaDiff_spar_noise.m		simBetaDiff_spar_noise.m
simBreastCancerData.m		simBreastCancerData.m
simGroup_Emmanuel02.m		simGroup_Emmanuel02.m
simNormVsRaw_u.m		simNormVsRaw_u.m
simPseudo.m		simPseudo.m
sim_Emmanuel01.m		sim_Emmanuel01.m
sim_Emmanuel01_cvx.m		sim_Emmanuel01_cvx.m
sim_Emmanuel02.m		sim_Emmanuel02.m
sim_Emmanuel02_cvx.m		sim_Emmanuel02_cvx.m
sim_Emmanuel_nnzLambda.m		sim_Emmanuel_nnzLambda.m
testGlmnet.m		testGlmnet.m
testLogisticRegression.m		testLogisticRegression.m
testlasso_CVX.m		testlasso_CVX.m

qihongl/ECE532_reweightedLasso