41 citations · 81 across the 4 of their papers we have counts for
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cs.IT2018
Variational Bayes Inference in Digital Receivers
Viet Hung Tran
The digital telecommunications receiver is an important context for inference methodology, the key objective being to minimize the expected loss function in recovering the transmit…
cs.LG2018
Bayesian inference for PCA and MUSIC algorithms with unknown number of sources
Viet Hung Tran, Wenwu Wang
Principal component analysis (PCA) is a popular method for projecting data onto uncorrelated components in lower dimension, although the optimal number of components is not specifi…
cs.IT2018
Copula Variational Bayes inference via information geometry
Viet Hung Tran
Variational Bayes (VB), also known as independent mean-field approximation, has become a popular method for Bayesian network inference in recent years. Its application is vast, e.g…