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Jorn W.T. Peters

2 accepted papers

2021

Self Normalizing Flows

ICML 2021spotlight

Efficient gradient computation of the Jacobian determinant term is a core problem in many machine learning settings, and especially so in the normalizing flow framework. Most proposed flow models therefore either restrict to a function class with easy evaluation of the Jacobian determinant, or an ef…