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02/25/2023
Suspension Analysis and Selective Continuation-Passing Style for Higher-Order Probabilistic Programming Languages
Probabilistic programming languages (PPLs) make encoding and automatical...
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12/01/2021
Compiling Universal Probabilistic Programming Languages with Efficient Parallel Sequential Monte Carlo Inference
Probabilistic programming languages (PPLs) allow users to encode arbitra...
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10/21/2019
Particle filter with rejection control and unbiased estimator of the marginal likelihood
We consider the combined use of resampling and partial rejection control...
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07/10/2019
Probabilistic programming for birth-death models of evolution using an alive particle filter with delayed sampling
We consider probabilistic programming for birth-death models of evolutio...
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08/25/2017