How to remove unused dependencies from composer?

I installed a package with composer, and it installed many other packages as dependencies. Now I uninstalled the main package with `composer remove packageauthor/packagename`, but all the old dependencies were not removed. I expected composer to clean up and only keep packages that are required according to `composer.json` and their dependencies. How can I force composer to clean up and remove all unused packages ?