available, the quadratic lower-bound (QLB) algorithm may be a useful optimization tool. However, like all EM-type algorithms …, the QLB algorithm may also suffer from slow convergence which can be viewed as the cost for having the ascent property …. This paper proposes a novel ‘shrinkage parameter’ approach to accelerate the QLB algorithm while maintaining its simplicity …