The paper introduces DLRD, an adaptive learning-rate decay rule for SVI based on the signal-to-noise ratio of the variational parameter trajectory.
An Adaptive Learning Rate for Stochastic Variational Inference
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Dynamic Learning Rate Decay for Stochastic Variational Inference
The paper introduces DLRD, an adaptive learning-rate decay rule for SVI based on the signal-to-noise ratio of the variational parameter trajectory.