74 citations · 81 across the 4 of their papers we have counts for
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cs.LG2020★ 74 cited
Establishing strong imputation performance of a denoising autoencoder in a wide range of missing data problems
Najmeh Abiri, Björn Linse, Patrik Edén +1
Dealing with missing data in data analysis is inevitable. Although powerful imputation methods that address this problem exist, there is still much room for improvement. In this st…
cs.LG2020★ 7 cited
Variational auto-encoders with Student's t-prior
Najmeh Abiri, Mattias Ohlsson
We propose a new structure for the variational auto-encoders (VAEs) prior, with the weakly informative multivariate Student's t-distribution. In the proposed model all distribution…