Partitioned Variational Inference: A unified framework encompassing federated and continual learning

Thang D. Bui, Cuong V. Nguyen, Siddharth Swaroop +1

Variational inference (VI) has become the method of choice for fitting many modern probabilistic models. However, practitioners are faced with a fragmented literature that offers a…