She attended Barnard College (1991) and Columbia University College of Physicians and Surgeons (1995), completing her Internal Medicine residency (1998) and Endocrinology fellowship training (2002) at Columbia University. Dr. Rubin also completed a Master's degree in Biostatistics at Columbia University (2006).