Meta-decoders transfer across codes and noise, yet only confidence-gated hybrid recovery—not raw teacher-label accuracy—keeps Planar5×5 logical failure near the teacher.
Hqnn-fsp: A hybrid classical-quantumneuralnetworkforregression-basedfi- nancialstockmarketprediction.QuantumMachineIntel- ligence, 8(55), 2026
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MDQEC-QAS: Meta-Decoding for Quantum Error Correction with Hardware-Aware VQC Search and Confidence-Gated Recovery
Meta-decoders transfer across codes and noise, yet only confidence-gated hybrid recovery—not raw teacher-label accuracy—keeps Planar5×5 logical failure near the teacher.