CWAEs use triangular decoders and latent independence in Wasserstein autoencoders to perform conditional simulation by capturing low-dimensional structure in conditioned and conditioning variables.
Vector quantile regression: an optimal transport approach.The Annals of Statistics, 44(3):1165–1192
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Conditional Sampling via Wasserstein Autoencoders and Triangular Transport
CWAEs use triangular decoders and latent independence in Wasserstein autoencoders to perform conditional simulation by capturing low-dimensional structure in conditioned and conditioning variables.