Patients receive carboplatin IV over 30 minutes on day 1 and oral erlotinib once daily on days 1-21. Treatment repeats every 21 days for up to 6 courses. After the completion of 6 courses of therapy, patients with responsive or stable disease may continue to receive erlotinib and carboplatin in the absence of disease progression or unacceptable toxicity.