Author

S. Chongder

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Jul 2026

Latency-Constrained Hardware-Aware Quantum Error Correction Co-Design with Adaptive Confidence-Gated Neural Decoding for the Rotated Surface Code

An adaptive confidence-gated decoding framework for the rotated surface code that treats decoding as a two-stage inference problem that improves logical accuracy and confidence-controlled accuracy-latency trade-offs, decoding throughput, per-shot latency, and decoding-graph resource scaling is presented.

S. Chongder · arXiv.org · 0 citations

#machine learning Preprint Aug 2026

Dynamic Entanglement-Weighted Pruning for Quantum Federated Unlearning in Supply-Chain Risk Prediction

Entanglement-Weighted Pruning (EWP), an unlearning procedure for quantum federated learning that scores every trainable circuit parameter with the product of two signals: the diagonal entry of the quantum Fisher information matrix estimated on the target client's data via the parameter-shift rule, and a structural enta...

Aditya Kumar, S. Chongder · 0 citations