At what age is it safe for children/teenagers to start lifting weights?

Lifting weights not only put a lot of stress on muscles but bones and joints as well. While this stress is key to strengthen muscle and bone, too much stress can be dangerous particularly for the bones of growing children and teenagers. So, is it safe for children and adolescents to lift weights and if so what are the guidelines to reduce any risks?