Inverse Problems
Bayes' Theorem is a mathematical formula used to update the probability of a hypothesis based on new evidence. It plays a crucial role in the Bayesian framework, allowing for the incorporation of prior knowledge into the analysis of inverse problems. This theorem connects prior distributions, likelihoods, and posterior distributions, making it essential for understanding concepts like maximum a posteriori estimation and the overall Bayesian approach.
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