# robust-rpm-public

**Repository Path**: simasima/robust-rpm-public

## Basic Information

- **Project Name**: robust-rpm-public
- **Description**: Reference implementation of Reweighted Probabilistic Models 
- **Primary Language**: Unknown
- **License**: MIT
- **Default Branch**: master
- **Homepage**: None
- **GVP Project**: No

## Statistics

- **Stars**: 0
- **Forks**: 0
- **Created**: 2021-04-09
- **Last Updated**: 2021-06-21

## Categories & Tags

**Categories**: Uncategorized

**Tags**: None

## README

# REWEIGHTED PROBABILISTIC MODELS

Reference implementation of 
*Robust Probabilistic Modeling with Bayesian Data Reweighting.*
[[arxiv](https://arxiv.org/abs/1606.03860)]


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