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2026 1

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SMT-AD: a scalable quantum-inspired anomaly detection approach

cs.LG · 2026-04-07 · unverdicted · novelty 5.0

SMT-AD applies superposition of bond-dimension-1 matrix product operators with multiresolution Fourier embedding to achieve competitive anomaly detection on standard datasets with linear parameter growth.

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  • SMT-AD: a scalable quantum-inspired anomaly detection approach cs.LG · 2026-04-07 · unverdicted · none · ref 33

    SMT-AD applies superposition of bond-dimension-1 matrix product operators with multiresolution Fourier embedding to achieve competitive anomaly detection on standard datasets with linear parameter growth.