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collective graphical model (2) density evolution (1) spatial modeling (1) output aggregation (1) disease incidence (1) malaria incidence (1) noise observation (1) wasserstein generative adversarial network (1) method of moment (1) stochastic dynamics (1)

Papers

Learning Stochastic Behaviour from Aggregate Data ICML 2021 Variational Learning on Aggregate Outputs with Gaussian Processes NeurIPS 2018 Consistently Estimating Markov Chains with Noisy Aggregate Data AISTATS 2016 Message Passing for Collective Graphical Models ICML 2015 Collective Graphical Models NeurIPS 2011