Zeroth-Order Non-Log-Concave Sampling with Variance Reduction and Applications to Inverse Problems

In three linesZeroth-order sampling method with variance reduction for non-log-concave distributions in black-box settings. Proposes ZO-APMC for inverse problems with generative priors. First non-asymptotic convergence guarantees established.

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