Multi-kernel Passive Stochastic Gradient Algorithms and Transfer Learning

Vikram Krishnamurthy, George Yin

This paper develops a novel passive stochastic gradient algorithm. In passive stochastic approximation, the stochastic gradient algorithm does not have control over the location wh…