PNAIS adapts importance sampling proposals using scaled Newton proximal steps, enabling efficient estimation for targets that are not differentiable.
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A Proximal Newton Adaptive Importance Sampler
PNAIS adapts importance sampling proposals using scaled Newton proximal steps, enabling efficient estimation for targets that are not differentiable.