Develops compositional incrementalization of density functions for probabilistic programs to accelerate Monte Carlo inference algorithms.
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2026 1verdicts
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Incremental Computation for Efficient Programmable Inference in Probabilistic Programs
Develops compositional incrementalization of density functions for probabilistic programs to accelerate Monte Carlo inference algorithms.