Long-term Causal Effects Estimation via Latent Surrogates Representation Learning

Ruichu Cai, Weilin Chen, Zeqin Yang +4

Estimating long-term causal effects based on short-term surrogates is a significant but challenging problem in many real-world applications, e.g., marketing and medicine. Despite i…