A probabilistic approach to tomography and adjoint state methods, with an application to full waveform inversion in medical ultrasound
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Bayesian methods are a popular research direction for inverse problems. There are a variety of techniques available to solve Bayes' equation, each with their own strengths and limitations. Here, we discuss stochastic variational inference (SVI), which solves B... ...