matlab code for convex optimization based tensor decomposition (completion/denoising)
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ConvexTensor @ 62b4075
.gitignore
.gitmodules
README.md
completion2MTL.m
diag3.m
errorxy.m Initial commit. Jan 30, 2014
errorxym.m Initial commit. Jan 30, 2014
exp_completion.m
exp_completion_4d.m
exp_completion_l1.m
exp_denoising.m
exp_postproc.m
exp_tensor_tradeoff.m Save also methodParameters. Feb 3, 2014
eye3.m Initial commit. Jan 30, 2014
flatten.m Replaced foreach with cellfun. Mar 11, 2014
flatten_adj.m
gitlog.m
ispropertystruct.m
kolda3.m
matrix_adm.m Initial commit. Jan 30, 2014
matrixl1_adm.m
method_names_string.m Added completion2MTL.m and other files, update exp_tensor_tradeoff.m. Jan 31, 2014
numcomp.m
pca.m
pcaspec.m
plot_compare_denoising.m
plot_completion_l1.m Initial commit. Jan 30, 2014
plot_denoising.m
plot_nips2011.m
plot_nips2011_final.m Initial commit. Jan 30, 2014
plot_nips2013.m
plot_overlap_vs_latent_2013.m
plot_tensorworkshop10.m
plot_threshold_vs_normalized_rank.m
printvec.m
propertylist2struct.m
randsplit.m
randtensor.m Initial commit. Jan 30, 2014
randtensor3.m
set_defaults.m
softth.m
softth_overlap.m
split.m
tensor_as_matrix.m
tensorconst_adm.m Initial commit. Jan 30, 2014
tensorconst_subset_adm.m
tensorl1_adm.m
tensormix_adm.m

README.md

tensor

Matlab code for convex optimization based tensor decomposition (completion/denoising).

This is a newer, cleaner, but less documented repository. Please also have a look at my old demo.