Using Causal Reasoning to Guide Algorithms Toward a Fairer World
Focus: Bias
Source: Shorenstein Center
Readability: Intermediate
Type: Website Article
Open Source: No
External URL: https://ai.shorensteincenter.org/ideas/2019/4/3/using-causal-reasoning-to-guide-algorithms-toward-a-fairer-world
Keywords: N/A
Learn Tags: Bias Ethics Fairness
Summary: Learning algorithms based on unfair data may introduce or perpetuate a variety of discriminatory biases and thereby maintain the cycle of injustice.