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arXiv · Statistics Machine Learning· Ernest Fokou\'e·· 4 hr agoAI score25

sHAIL-Causal:用于不变因果预测器发现的序列阶梯式方法

sHAIL-Causal: A Sequential Staircase Procedure for Invariant Causal Predictor Discovery

AI brief

论文提出 sHAIL-Causal,即 Saturated Hierarchical Atomic Incremental Learning(sHAIL) 范式的因果特化版本,在嵌套假设类层级 H_0 < H_1 < ... < H_K 上以饱和信号触发逐级上升。

Source: arXiv · Statistics Machine Learning · arxiv.org