TL;DR: In this article, the inverse wishart matrices were generated by generating inverse wish-art vectors from a single wishart matrix, and the authors presented a method to generate a wishart vector from a pair of wishart vectors.
Abstract: (1985). Generating inverse wishart matrices. Communications in Statistics - Simulation and Computation: Vol. 14, No. 2, pp. 511-514.