Regimen 1 (sequential dosing): Patients receive oral vorinostat two or three times daily on days 6-21 or days 6-12 (patients with solid tumors or NHL only) and decitabine IV over 1 hour on days 1-5. Courses repeat every 28 days in the absence of disease progression or unacceptable toxicity.