75 citations · 249 across the 21 of their papers we have counts for
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cs.LG2017★ 22 cited
From Bayesian Sparsity to Gated Recurrent Nets
Hao He, Bo Xin, David Wipf
The iterations of many first-order algorithms, when applied to minimizing common regularized regression functions, often resemble neural network layers with pre-specified weights.…
cs.LG2017
Hidden Talents of the Variational Autoencoder
Bin Dai, Yu Wang, John Aston +2
Variational autoencoders (VAE) represent a popular, flexible form of deep generative model that can be stochastically fit to samples from a given random process using an informatio…