Bias and Fairness in Machine Learning Models

Dr. Sophia Wang discusses how bias can be introduced into artificial intelligence systems and what it means for a model to be fair. An understanding of these two concepts can help users of machine learning models better identify where bias might exist and more capably assess model performance.

Financial Disclosures: Dr. Sophia Wang discloses financial relationships with the National Eye Institute and Research to Prevent Blindness (Grant Support).