Reducing Reparameterization Gradient Variance

Andrew C. Miller, Nicholas J. Foti, Alexander D'Amour +1

Optimization with noisy gradients has become ubiquitous in statistics and machine learning. Reparameterization gradients, or gradient estimates computed via the "reparameterization…