Using Large Ensembles of Control Variates for Variational Inference

NeurIPS 2018 Tomas GeffnerJustin Domke

Variational inference is increasingly being addressed with stochastic optimization. In this setting, the gradient's variance plays a crucial role in the optimization procedure, since high variance gradients lead to poor convergence... (read more)

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