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cs.AI2022★ 1 cited
PAVI: Plate-Amortized Variational Inference
Louis Rouillard, Thomas Moreau, Demian Wassermann
Given some observed data and a probabilistic generative model, Bayesian inference aims at obtaining the distribution of a model's latent parameters that could have yielded the data…
cs.AI2022
Scalable Query Answering under Uncertainty to Neuroscientific Ontological Knowledge: The NeuroLang Approach
Gaston Zanitti, Yamil Soto, Valentin Iovene +4
Researchers in neuroscience have a growing number of datasets available to study the brain, which is made possible by recent technological advances. Given the extent to which the b…