Bayesian Incremental Learning for Deep Neural Networks

Max Kochurov, Timur Garipov, Dmitry Podoprikhin +3

In industrial machine learning pipelines, data often arrive in parts. Particularly in the case of deep neural networks, it may be too expensive to train the model from scratch each…