Name		Name	Last commit message	Last commit date
parent directory ..
figs		figs
DL_smallIntraCoeff.m		DL_smallIntraCoeff.m
Eigenface_f.m		Eigenface_f.m
FDDL_INIC.m		FDDL_INIC.m
FDDL_INID.m		FDDL_INID.m
FDDL_init2.m		FDDL_init2.m
FDDL_pred.m		FDDL_pred.m
FDDL_pred_LC.m		FDDL_pred_LC.m
FDDL_updateD_fast.m		FDDL_updateD_fast.m
FDDL_updateX.m		FDDL_updateX.m
FDDL_wrapper.m		FDDL_wrapper.m
LRSDL.m		LRSDL.m
LRSDL_buildYhat.m		LRSDL_buildYhat.m
LRSDL_buildYhat2.m		LRSDL_buildYhat2.m
LRSDL_cost.m		LRSDL_cost.m
LRSDL_init.m		LRSDL_init.m
LRSDL_init2.m		LRSDL_init2.m
LRSDL_initD0X0.m		LRSDL_initD0X0.m
LRSDL_pred_GC.m		LRSDL_pred_GC.m
LRSDL_pred_LC.m		LRSDL_pred_LC.m
LRSDL_updateD.m		LRSDL_updateD.m
LRSDL_updateD0.m		LRSDL_updateD0.m
LRSDL_updateD_fast.m		LRSDL_updateD_fast.m
LRSDL_updateXX0.m		LRSDL_updateXX0.m
LRSDL_wrapper.m		LRSDL_wrapper.m
buildM_2Mbar.m		buildM_2Mbar.m
buildMhat.m		buildMhat.m
myLassoWIntrasmall_fista.m		myLassoWIntrasmall_fista.m
readme.md		readme.md
soft.m		soft.m
test_grad_f2.m		test_grad_f2.m

readme.md

Low Rank Share Dictionary Learning

Cost function

List of functions:

LRSDL: the top LRSDL, including the initialization and the learning process.
- LRSDL_init: initialization
- LRSDL_cost: calculate the cost function
- LRSDL_updateXX0: update [X; X0] in each step
- LRSDL_updateD: update D in each step
- LRSDL_updateD_fast: update D based on argument in FuzzyDL
- LRSDL_updateD0: update D0 in each step
Update 4/22/2016 12:18:18 PM: combine this with FDDL