DataFunSummit
Jan 28, 2024 · Artificial Intelligence
Causal Inference and Bias Correction Methods in Ant Financial Risk Control
This article presents how Ant Group applies causal inference techniques—including confounding bias analysis, double‑difference methods, DiDTree, and shrinkage‑based causal trees—to correct biases in risk‑control scenarios, detailing the theoretical background, algorithmic designs, experimental validation, and practical deployment.
ant financialbias correctioncausal inference
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