Bayesian Neural Networks at Scale: A Performance Analysis and Pruning Study

Himanshu Sharma, Elise Jennings

Bayesian neural Networks (BNNs) are a promising method of obtaining statistical uncertainties for neural network predictions but with a higher computational overhead which can limi…