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Unconstrained Monotonic Neural Networks

cs.LG · 2019-08-14 · conditional · novelty 5.0

An invertible scalar map is defined as the integral of a positive-output neural network and stacked into an autoregressive normalizing flow (UMNN-MAF) with competitive density-estimation results.

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  • Unconstrained Monotonic Neural Networks cs.LG · 2019-08-14 · conditional · none · ref 6

    An invertible scalar map is defined as the integral of a positive-output neural network and stacked into an autoregressive normalizing flow (UMNN-MAF) with competitive density-estimation results.