21 citations · 22 across the 2 of their papers we have counts for
3 papers
cs.LG2022★ 21 cited
LBCF: A Large-Scale Budget-Constrained Causal Forest Algorithm
Meng Ai, Biao Li, Heyang Gong +5
Offering incentives (e.g., coupons at Amazon, discounts at Uber and video bonuses at Tiktok) to user is a common strategy used by online platforms to increase user engagement and p…
cs.AI2021★ 1 cited
Path-specific Effects Based on Information Accounts of Causality
Heyang Gong, Ke Zhu
Path-specific effects in mediation analysis provide a useful tool for fairness analysis, which is mostly based on nested counterfactuals. However, the dictum ``no causation without…
cs.AI2019
Info Intervention
Gong Heyang, Zhu Ke
Causal diagrams based on do intervention are useful tools to formalize, process and understand causal relationship among variables. However, the do intervention has controversial i…