Extreme Stochastic Variational Inference: Distributed and Asynchronous

Jiong Zhang, Parameswaran Raman, Shihao Ji +3

Stochastic variational inference (SVI), the state-of-the-art algorithm for scaling variational inference to large-datasets, is inherently serial. Moreover, it requires the paramete…