Before revision:  This paper shows that the IVQR estimation problem can be decomposed into a set of conventional quantile regression sub-problems , which are convex and can be solved efficiently.
After revision:  This paper shows that the IVQR estimation problem can be decomposed into a set of conventional quantile regression sub-problems which are convex and can be solved efficiently.