D-BIAS: A Causality-Based Human-in-the-Loop System for Tackling Algorithmic Bias

Bhavya Ghai, Klaus Mueller

With the rise of AI, algorithms have become better at learning underlying patterns from the training data including ingrained social biases based on gender, race, etc. Deployment o…