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20182026
most citedSpike-and-Slab Group Lassos for Grouped Regression and Sparse Generalized Additive Models

42 citations · 94 across the 13 of their papers we have counts for

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Showing 2021 · stat.MLShow all

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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…