The COVID-19 pandemic has highlighted the importance of in-silico
epidem...
Existing approaches to amortized inference in probabilistic programs wit...
Probabilistic programming languages (PPLs) are receiving widespread atte...
Epidemiology simulations have become a fundamental tool in the fight aga...
Informal settlements are home to the most socially and economically
vuln...
Detecting and mapping informal settlements encompasses several of the Un...
Detecting and mapping informal settlements encompasses several of the Un...
We present a novel framework that enables efficient probabilistic infere...
Hamiltonian Monte Carlo (HMC) is the dominant statistical inference algo...