(1) Department of Computer Science and Automation, Indian Institute of Science, Bangalore, India;(2) Laboratory for Information and Decision Systems, Massachusetts Institute of Technology, Cambridge, Massachusetts
Abstract:
The constant stepsize analog of Gelfand–Mitter type discrete-time stochastic recursive algorithms is shown to track an associated stochastic differential equation in the strong sense, i.e., with respect to an appropriate divergence measure.