19 citations · 22 across the 6 of their papers we have counts for
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cs.LG2019
Neural Network based Explicit Mixture Models and Expectation-maximization based Learning
Dong Liu, Minh Thành Vu, Saikat Chatterjee +1
We propose two neural network based mixture models in this article. The proposed mixture models are explicit in nature. The explicit models have analytical forms with the advantage…
cs.LG2018★ 3 cited
Entropy-regularized Optimal Transport Generative Models
Dong Liu, Minh Thành Vu, Saikat Chatterjee +1
We investigate the use of entropy-regularized optimal transport (EOT) cost in developing generative models to learn implicit distributions. Two generative models are proposed. One…