42 citations · 94 across the 13 of their papers we have counts for
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stat.ME2021★ 6 cited
The Posterior Predictive Null
Gemma E. Moran, John P. Cunningham, David M. Blei
Bayesian model criticism is an important part of the practice of Bayesian statistics. Traditionally, model criticism methods have been based on the predictive check, an adaptation…
stat.ML2021★ 2 cited
Identifiable Deep Generative Models via Sparse Decoding
Gemma E. Moran, Dhanya Sridhar, Yixin Wang +1
We develop the sparse VAE for unsupervised representation learning on high-dimensional data. The sparse VAE learns a set of latent factors (representations) which summarize the ass…