This code have to be pasted into your functions.php file. Don’t forget to replace about on line 4 by the slug used by your “About” page.
add_filter( 'author_link', 'my_author_link' );
function my_author_link() {
return home_url( 'about' );
}
Thanks to Justin Tadlock for the cool tip!