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Matlab Code for Deep latent Dirichlet allocation with topic-layer-adaptive stochastic gradient Riemannian MCMC
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20news_data.mat
CRT_Multrnd_Matrix.c
CRT_Multrnd_Matrix.mexa64
CRT_Multrnd_Matrix.mexmaci64
CRT_Multrnd_Matrix.mexw64
CRT_sum_mex_matrix_v1.c
CRT_sum_mex_matrix_v1.mexa64
CRT_sum_mex_matrix_v1.mexmaci64
CRT_sum_mex_matrix_v1.mexw64
CRT_sum_mex_v1.c
CRT_sum_mex_v1.mexa64
CRT_sum_mex_v1.mexmaci64
CRT_sum_mex_v1.mexw64
Calculate_pj.m
Demo_GBN_Stochastic_Inference.m
DispDictionary.m
DispDictionaryImagesc.m
DispDictionaryImshow.m
DispDictionary_asym.m
GBN_Online_CommonMode_CongPerp.m
GNBP_mex_collapsed_deep.c
GNBP_mex_collapsed_deep.mexa64
GNBP_mex_collapsed_deep.mexmaci64
GNBP_mex_collapsed_deep.mexw64
LICENSE
Mult_Sparse.c
Mult_Sparse.mexa64
Mult_Sparse.mexmaci64
Mult_Sparse.mexw64
Multrnd_Matrix_mex_fast.c
Multrnd_Matrix_mex_fast.mexa64
Multrnd_Matrix_mex_fast.mexmaci64
Multrnd_Matrix_mex_fast.mexw64
Multrnd_Matrix_mex_fast_v1.c
Multrnd_Matrix_mex_fast_v1.mexa64
Multrnd_Matrix_mex_fast_v1.mexmaci64
Multrnd_Matrix_mex_fast_v1.mexw64
ProjSimplexSpecial.m
QuantGBN_PerpWord.m
README.md
Rand_Truncated_PMF_bessel.c
Rand_Truncated_PMF_bessel.mexa64
Rand_Truncated_PMF_bessel.mexmaci64
Rand_Truncated_PMF_bessel.mexw64
Rand_Truncated_PMF_bessel.mexw64.manifest
Truncated_bessel_rnd.m
logmax.m
truncated_Poisson_rnd.m

README.md

DeepLDA_TLASGR_MCMC

Matlab Code for

Yulai Cong, Bochen Chen, Hongwei Liu, and Mingyuan Zhou, "Deep latent Dirichlet allocation with topic-layer-adaptive stochastic gradient Riemannian MCMC," International Conference on Machine Learning (ICML2017), Sydney, Australia, Aug. 2017.

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