Mitigating Unwanted Biases with Adversarial Learning

Brian Hu Zhang, Blake Lemoine, Margaret Mitchell

Machine learning is a tool for building models that accurately represent input training data. When undesired biases concerning demographic groups are in the training data, well-tra…