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

arXiv:2610.07057v1 Announce Type: new Abstract: We introduce sHAIL-Causal, the causal specialization of the Saturated Hierarchical Atomic Incremental Learning (sHAIL) paradigm: a sequential staircase procedure that ascends a nested hierarchy of hypothesis classes H_0 < H_1 < ... < H_K once a satura…

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  1. 2026-10-07 04:00 · arXiv stat.ML
    sHAIL-Causal: A Sequential Staircase Procedure for Invariant Causal Predictor Discovery

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