ICTP offers fellowships to candidates coming from Developing Countries: it covers the MHPC tuition fees as well as the cost-of-living expenses and a return ticket from the origin country. The scholarships are provided by ICTP (not by MHPC), and winners are automatically admitted to MHPC.
all information here.