Episode 53: Estimating uncertainty with neural networks
datascienceathome.substack.com
Have you ever wanted to get an estimate of the uncertainty of your neural network? Clearly Bayesian modelling provides a solid framework to estimate uncertainty by design. However, there are many realistic cases in which Bayesian sampling is not really an option and ensemble models can play a role.
Episode 53: Estimating uncertainty with neural networks
Episode 53: Estimating uncertainty with…
Episode 53: Estimating uncertainty with neural networks
Have you ever wanted to get an estimate of the uncertainty of your neural network? Clearly Bayesian modelling provides a solid framework to estimate uncertainty by design. However, there are many realistic cases in which Bayesian sampling is not really an option and ensemble models can play a role.