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Research map / Probabilistic and scientific modeling / Variational and generative sampling

Tractability in Structured Probability Spaces

NeurIPS 2017 · Probabilistic and scientific modeling › Variational and generative sampling · approach: Exact inference for probabilistic programs · 9 citations (OpenAlex)

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Measured effects reported in the paper

What was changedWhereMeasuredEffect
replace Markov model with hierarchical PSDD using partial route and destinationNext road segment prediction · San Francisco taxi routes, next-edge predictionaccuracy: 0.820 -> 0.931Helped

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