most citedOptimising Density Computations in Probabilistic Programs via Automatic Loop Vectorisation

2 citations · 2 across the 2 of their papers we have counts for

collaborators

2 papers

cs.PL2025★ 2 cited

Optimising Density Computations in Probabilistic Programs via Automatic Loop Vectorisation

Sangho Lim, Hyoungjin Lim, Wonyeol Lee +2

Probabilistic programming languages (PPLs) are a popular tool for high-level modelling across many fields. They provide a range of algorithms for probabilistic inference, which ana…

cs.LG2019

Differentiable Algorithm for Marginalising Changepoints

Hyoungjin Lim, Gwonsoo Che, Wonyeol Lee +1

We present an algorithm for marginalising changepoints in time-series models that assume a fixed number of unknown changepoints. Our algorithm is differentiable with respect to its…