This is a two-phase study that is designed to test a novel behavioral intervention to treat depression in Human Immunodeficiency Virus (HIV) adolescents and young adults. Four Adolescent Trials Network (ATN) sites will be assigned to either the Combination Cognitive Behavioral Therapy and Medication Management (COMB) treatment group or the Treatment as Usual (TAU) group.