no code implementations • 3 Sep 2023 • Youssef Marzouk, Zhi Ren, Sven Wang, Jakob Zech
Ordinary differential equations (ODEs), via their induced flow maps, provide a powerful framework to parameterize invertible transformations for the purpose of representing complex probability distributions.
no code implementations • 18 Jun 2019 • Franca Hoffmann, Bamdad Hosseini, Zhi Ren, Andrew M. Stuart
Graph-based semi-supervised learning is the problem of propagating labels from a small number of labelled data points to a larger set of unlabelled data.