Shaan Ul Haque

Gaussian approximation improves stochastic approximation iterate analysis

Researchers have developed a novel method to approximate the distribution of stochastic approximation (SA) iterates in finite time. The approach uses a sequence of Gaussians with recursively defined covariance to bound …