most citedflip-hoisting: Exploiting Repeated Parameters in Discrete Probabilistic Programs

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cs.AI2021★ 1 cited

flip-hoisting: Exploiting Repeated Parameters in Discrete Probabilistic Programs

Ellie Y. Cheng, Todd Millstein, Guy Van den Broeck +1

Many of today's probabilistic programming languages (PPLs) have brittle inference performance: the performance of the underlying inference algorithm is very sensitive to the precis…