Uncertainty in Deep Learning — Epistemic Uncertainty and Bayes by Backprop

Uncertainty in Deep Learning — Epistemic Uncertainty and Bayes by Backprop

Knowledge is an unending adventure at the edge of uncertainty.- Jacob BronowskiPhoto by Kyle Glenn on Unsplash

This is the third part of the series Uncertainty In Deep Learning.

• Part 1 — Brief Introduction
• Part 2 — Aleatoric Uncertainty and Maximum Likelihood Estimation
• Part 3 — Epistemic Uncertainty and Bayes by Backprop
• Part 4 — Implementing Fully Probabilistic Bayesian CNN
• Part 5 — Experiments with Bayesian CNN …

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