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We introduce and study randomized sequential importance sampling algorithmsfor estimating the number of perfect matchings in bipartite graphs. Inanalyzing their performance, we establish various non-standard central limittheorems. We expect our methods to be useful for other applied problems.

Randomized sequential importance sampling for estimating the number of perfect matchings in bipartite graphs