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Mengrui Zhang

1 accepted papers

2019

Large-scale optimal transport map estimation using projection pursuit

NeurIPS 2019poster

This paper studies the estimation of large-scale optimal transport maps (OTM), which is a well known challenging problem owing to the curse of dimensionality. Existing literature approximates the large-scale OTM by a series of one-dimensional OTM problems through iterative random projection. Such me…