Pranjal Dutta

Fast Reconstruction of Mixtures of Bernoulli Product Distributions

Mixtures of Bernoulli product distributions are a simple and widely used latent-variable model, with applications in e.g.\ recommendation systems, crowdsourcing, and medical data analysis. We consider the problem of reconstructing the mixture parameters from oracle access to its probability generati…