4 citations · 4 across the 2 of their papers we have counts for
2 papers
cs.LG2024
Pareto-Optimal Estimation and Policy Learning on Short-term and Long-term Treatment Effects
Yingrong Wang, Anpeng Wu, Haoxuan Li +5
This paper focuses on developing Pareto-optimal estimation and policy learning to identify the most effective treatment that maximizes the total reward from both short-term and lon…
cs.CV2022★ 4 cited
Domain Generalization via Contrastive Causal Learning
Qiaowei Miao, Junkun Yuan, Kun Kuang
Domain Generalization (DG) aims to learn a model that can generalize well to unseen target domains from a set of source domains. With the idea of invariant causal mechanism, a lot…