Bayesian Neural Ordinary Differential Equations

no code implementations • 14 Dec 2020 • Raj Dandekar, Karen Chung, Vaibhav Dixit, Mohamed Tarek, Aslan Garcia-Valadez, Krishna Vishal Vemula, Chris Rackauckas

We demonstrate the successful integration of Neural ODEs with the above Bayesian inference frameworks on classical physical systems, as well as on standard machine learning datasets like MNIST, using GPU acceleration.

Bayesian Inference BIG-bench Machine Learning +2