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> I wonder if the tricky part is in choosing random vectors?
Sampling vectors from multidimensional random distributions is a well studied problem. For example the open source project https://mc-stan.org implemented several (at the time) state of the art methods like Hamiltonian Monte Carlo with the help of Automatic Differentiation.
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