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Tensor-based second-order causal discovery

stat.ML · 2026-06-16 · unverdicted · novelty 5.0

TSCD recovers causal orders and parameters in DAGs from second-order statistics using a logarithmic number of interventions under linear SEM with uncorrelated noise.

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  • Tensor-based second-order causal discovery stat.ML · 2026-06-16 · unverdicted · none · ref 10

    TSCD recovers causal orders and parameters in DAGs from second-order statistics using a logarithmic number of interventions under linear SEM with uncorrelated noise.