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Anytime-Valid Tests for Sparse Anomalies

math.ST · 2025-06-27 · conditional · novelty 7.0

Sequential anytime-valid tests for sparse Gaussian anomalies become possible exactly at the fixed-sample detection time t*=T*rho(beta*), and an adaptive mixture test achieves the same threshold without knowing the anomaly parameters.

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  • Anytime-Valid Tests for Sparse Anomalies math.ST · 2025-06-27 · conditional · none · ref 4

    Sequential anytime-valid tests for sparse Gaussian anomalies become possible exactly at the fixed-sample detection time t*=T*rho(beta*), and an adaptive mixture test achieves the same threshold without knowing the anomaly parameters.