The present invention provides methods of treating recurrent cancer (such as recurrent ovarian, peritoneal, or fallopian tube cancer) in an individual, comprising administering to the individual an effective amount of a composition (such as Nab-paclitaxel or Abraxane®) comprising nanoparticles comprising a taxane and a carrier protein.