Invited Talk: Path-specific effects and ML fairness
Silvia Chiappa
2021 live talk
in
Workshop: Algorithmic Fairness through the lens of Causality and Robustness
in
Workshop: Algorithmic Fairness through the lens of Causality and Robustness
Abstract
Arguably, the consideration of causal effects along subsets of causal paths is required for understanding and addressing unfairness in most real-world scenarios. In this talk I will share some of my thoughts on this goal and on the challenges to achieve it.
Video
Chat is not available.
Successful Page Load