 PURPOSE: This phase II trial is studying how well giving doxorubicin hydrochloride, cyclophosphamide, and filgrastim together followed by paclitaxel albumin-stabilized nanoparticle formulation and trastuzumab works in treating patients with breast cancer previously treated with surgery 