Is there a specific name for matrices with nonsingular principal submatrices?
I've heard them called "strongly nonsingular matrices" in numerical linear algebra. Google that and you'll find some literature. 


"matrices with Gauss decomposition" is the shortest thing that comes to mind. I mean other than $B_TB_+$. 

