Bayesian Inference and Transformers

Can Transformers help doing Bayesian Inference? A simple review of Transformers Can Do Bayesian Inference

This is the last post of the series in 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
• Part 6 — Bayesian Inference and Transformers

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