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1 paper

math.ST2026

Error Bounds for Importance Sampling with Estimated Proposal Distributions

Cathrine Aeckerle-Willems, Ilja Klebanov, Simon Weissmann

Importance sampling with data-driven proposal distributions is widely used in practice. A common workflow first generates an auxiliary sample of size from an approximation of t…