We show that an integral transform of the fluctuations of the collective field of the d = 1 matrix model satisfy the same linearized equation as that of the massless ''tachyon'' in the black hole background of the two-dimensional critical string. This suggests that the d = 1 matrix model may provide a non-perturbative description of black holes in two-dimensional string theory.