Accelerated Execution of Bayesian Neural Networks using a Single Probabilistic Forward Pass and Code Generation

Bernhard Klein, Falk Selker, Hendrik Borras +3

Machine learning models perform well across domains such as diagnostics, weather forecasting, NLP, and autonomous driving, but their limited uncertainty handling restricts use in s…