How can I make the status bar white with black icons?

With Android M (api level 23) you can achieve this from theme with android:windowLightStatusBar attribute.

Edit :

Just as Pdroid mentioned, this can also be achieved programatically:

getWindow().getDecorView().setSystemUiVisibility(View.SYSTEM_UI_FLAG_LIGHT_STATUS_BAR);