The Variable, Data Science, Machine Learning, Towards Data Science, Tds Features.
Gopinath explores the question of fairness in machine learning from a pragmatic viewpoint: it’s not enough to intend to avoid bias; the intention needs to translate into actions that are both measurable and sustainable. Her latest post covers the basic principles for the design of fair ML models.