Inference via Low-Dimensional Couplings

Spantini, A; Bigoni, D; Marzouk, Y

Spantini, A (reprint author), MIT, 77 Massachusetts Ave, Cambridge, MA 02139 USA.

JOURNAL OF MACHINE LEARNING RESEARCH, 2018; 19 ():

Abstract

We investigate the low-dimensional structure of deterministic transformations between random variables, i.e., transport maps between probability measu......

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