Bayesian Active Learning for Discrete Latent Variable Models

Aditi Jha, Zoe C. Ashwood, Jonathan W. Pillow

Active learning seeks to reduce the amount of data required to fit the parameters of a model, thus forming an important class of techniques in modern machine learning. However, pas…