Causal Learning for Socially Responsible AI

There have been increasing concerns about Artificial Causal inference is the key to uncovering the real-world Intelligence (AI) due to its unfathomable DGPs [Pearl, 2009]. In the era of big data, especially, it is potential power. To make AI address ethical possible to learn causality by leveraging both causal knowledge challenges and shun undesirable outcomes, researchers and the copious real-world data, i.e., causal learning proposed to develop socially responsible (CL) [Guo et al., 2020a]. There have been growing interests AI (SRAI). One of these approaches is causal learning seeking to improve AI's social responsibility from a CL perspective, (CL).