Remove Widgets in Multi-Site

I looked in the forums and google but did not see any current discussion on how to selectively remove certain widgets from multi-site blogs.

I prefer not to install a bulky, multi-featured plugin to accomplish this one task.

Any suggestions greatly appreciated.