Adjusted EBITDA is defined as net income or net loss before interest, taxes, depreciation, amortization, and non-cash stock-based compensation and expenses related to acquisitions such as costs for services of lawyers, investment bankers, accountants and other third parties and acquisition related severance costs, bonuses and retention bonuses and accrual of retention payments that represent conti