Patients receive paclitaxel albumin-stabilized nanoparticle formulation (nab-paclitaxel) IV over 30 minutes on days 1, 8, 15, 22, 29, 36, 43, and 50. Treatment may repeat off study every 9 weeks in the absence of disease progression or unacceptable toxicity.