most citedSeq2Seq Surrogates of Epidemic Models to Facilitate Bayesian Inference

1 citations · 1 across the 2 of their papers we have counts for

collaborators
Showing cs.LGShow all

2 papers · 1 filter

cs.LG2026

Tokenised Flow Matching for Hierarchical Simulation Based Inference

Giovanni Charles, Cosmo Santoni, Seth Flaxman +1

The cost of simulator evaluations is a key practical bottleneck for Simulation Based Inference (SBI). In hierarchical settings with shared global parameters and exchangeable site-l…

cs.LG2022★ 1 cited

Seq2Seq Surrogates of Epidemic Models to Facilitate Bayesian Inference

Giovanni Charles, Timothy M. Wolock, Peter Winskill +3

Epidemic models are powerful tools in understanding infectious disease. However, as they increase in size and complexity, they can quickly become computationally intractable. Recen…