2 PreliminariesonBayesianAutoencoders Anautoencoder(AE)isaneuralnetworkparameterizedbyasetofparameters w,whichtransforms anunlabelled dataset,x

Neural Information Processing Systems 

The bottleneck introduced by the low-dimensional latent space is what characterizes the compression and representation learning capabilities ofautoencoders.

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