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20192026
most citedCharacteristic Neural Ordinary Differential Equations

2 citations · 3 across the 17 of their papers we have counts for

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Showing 2021 · cs.LGShow all

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cs.LG2021★ 2 cited

Characteristic Neural Ordinary Differential Equations

Xingzi Xu, Ali Hasan, Khalil Elkhalil +2

We propose Characteristic-Neural Ordinary Differential Equations (C-NODEs), a framework for extending Neural Ordinary Differential Equations (NODEs) beyond ODEs. While NODEs model…

cs.LG2021

Generative Archimedean Copulas

Yuting Ng, Ali Hasan, Khalil Elkhalil +1

We propose a new generative modeling technique for learning multidimensional cumulative distribution functions (CDFs) in the form of copulas. Specifically, we consider certain clas…