Code for ICML 2014 paper: "Sample-based Approximate Regularization"
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.gitignore
ImgMatEst.m
LICENSE.md
LinReg.m
PSplineFit.m
README.md
RegMatEst.m
SCRIPT_approx_housing.m
SCRIPT_approx_ss2d.m
SCRIPT_approx_usps.m
SCRIPT_housing.m
SCRIPT_housing_scatter.m
SCRIPT_synthsin1d.m
SCRIPT_synthsin2d.m
TreeBooster.m
TreeNode.m
ZMUN.m
ZMUV.m
bspline_extract.m
class_cats.m
class_inds.m
data_synthsin1d.m
data_synthsin2d.m
fast_tree_ids.c
fast_tree_ids.mexa64
fast_tree_ids.mexmaci
housing_features.m
knn.m
rbf_extract.m
rbf_svm_cv.m
sac_extract.m
scrap_script.m
select_hypers_housing.m
test_approx_housing.m
test_approx_ss2d.m
test_approx_usps.m
test_housing.m
test_mnist.m
test_mnist_manifold.m
test_synthsin1d.m
test_synthsin2d.m
test_usps.m
test_usps_manifold.m
trte_split.m
usps_features.m

README.md

GradReg

Code for ICML 2014 paper: "Sample-based Approximate Regularization".