Deferred acceptance is a matching algorithm used to pair two sets of entities, such as students and schools or doctors and hospitals, based on their preferences. It ensures stability in the matches by allowing entities to tentatively accept offers while continuing to seek better options, leading to an optimal and fair outcome for all parties involved.