Ömer Deniz Akyildiz

The Incremental Proximal Method: A Probabilistic Perspective

In this work, we highlight a connection between the incremental proximal method and stochastic filters. We begin by showing that the proximal operators coincide, and hence can be realized with, Bayes updates. We give the explicit form of the updates for the linear regression problem and show that th…