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REWEIGHTED PROBABILISTIC MODELS

Reference implementation of Robust Probabilistic Modeling with Bayesian Data Reweighting. [arxiv]

This folder contains code to replicate:

• empirical study on a Poisson model with corrupted observations

• empirical study on a Generalized Linear model with missing latent groups. The code illustrates the use of Dirichlet prior on weights in the example.

• empirical study on a Gaussian Mixture model with skewed distributions