Detecting Parameter Symmetries in Probabilistic Models

Robert Nishihara, Thomas Minka, Daniel Tarlow

Probabilistic models often have parameters that can be translated, scaled, permuted, or otherwise transformed without changing the model. These symmetries can lead to strong correl…