GitHub - huajh/dVB: Distributed variational Bayesian algorithms over sensor networks

Distributed Variational Bayesian Algorithms

This is the code for the following paper:

Junhao Hua, Chunguang Li, ``Distributed variational Bayesian algorithms over sensor networks,'' IEEE Transactions on Signal Processing, vol.64, no.3, pp.783–798, Feb 2016. [PDF]

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Junhao Hua

2017.6.30

Name		Name	Last commit message	Last commit date
VBfunctions		VBfunctions
boundedline		boundedline
AlginPhi.m		AlginPhi.m
CreateNetworksFunc.m		CreateNetworksFunc.m
Diff_NaturalParameter.m		Diff_NaturalParameter.m
DrawNetworks.m		DrawNetworks.m
GradientDescent.m		GradientDescent.m
InitVB.m		InitVB.m
Metropolis_Weight.m		Metropolis_Weight.m
MutualInfo.m		MutualInfo.m
Network.mat		Network.mat
Network2.mat		Network2.mat
Network3.mat		Network3.mat
NormalizeFea.m		NormalizeFea.m
README.md		README.md
Uniform_Weight.m		Uniform_Weight.m
UpdateDualVariables.m		UpdateDualVariables.m
VBUpdate.m		VBUpdate.m
cluster_algin.m		cluster_algin.m
cvbgmm.m		cvbgmm.m
dvbgmm_admm.m		dvbgmm_admm.m
dvbgmm_dSVB.m		dvbgmm_dSVB.m
dvbgmm_noncoop.m		dvbgmm_noncoop.m
dvbgmm_nsg_dVB.m		dvbgmm_nsg_dVB.m
emgm.m		emgm.m
emgmm.m		emgmm.m
example_create_network.m		example_create_network.m
example_main.m		example_main.m
example_main_admm.m		example_main_admm.m
example_pcadata.m		example_pcadata.m
example_split_data.m		example_split_data.m
kl_mixgaus.m		kl_mixgaus.m
label_map.m		label_map.m
litekmeans.m		litekmeans.m
munkres.m		munkres.m
munkres_test.m		munkres_test.m
projection.m		projection.m
quicksort.m		quicksort.m
splitdata_func.m		splitdata_func.m
updateADMM_NaturalParamter.m		updateADMM_NaturalParamter.m
vbgmm.m		vbgmm.m