  In this paper we derive a new quantum entropic uncertainty relation, bounding
the conditional smooth quantum min entropy based on the result of a measurement
using a two outcome POVM and the failure probability of a classical sampling
strategy. Our relation works for systems of arbitrary finite dimension. We
apply it to analyze a new source independent quantum random number generation
protocol and show our relation provides optimistic results compared to prior
work.
