Invertible Monotone Operators for Normalizing Flows (Supplementary Material)

The Appendix is organized as follows. Before proving Theorem 2, we state Kirszbraun's theorem [51]. 's is not feasible due to computational complexity. The calculation contains an infinite series whose evaluation is difficult. In our case, we use the Poisson distribution following [7].