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Asymptotically good bosonic Fock state codes

quant-ph · 2026-03-16 · unverdicted · novelty 8.0

Asymptotically good Fock-state codes are built from random classical codes in the discrete simplex to correct linearly many photon losses under amplitude-damping noise, with bounded per-mode occupancy.

Rigorous Security Proofs for Practical Quantum Key Distribution

quant-ph · 2026-04-23 · unverdicted · novelty 7.0

Rigorous security proofs for variable-length QKD, phase-error bounding with imperfect detectors, marginal-constrained entropy accumulation, and authentication reductions place practical QKD on firmer mathematical ground.

How to quantify direct correlations between variables

stat.ME · 2026-04-20 · unverdicted · novelty 7.0

Jensen-Shannon regularized analogues of KL-based direct-correlation measures are introduced, taking values in [0,1] and accompanied by alphabet-size-dependent upper bounds under the observed marginal p(x,z).

Lottery BP: Unlocking Quantum Error Decoding at Scale

cs.AR · 2026-04-28 · unverdicted · novelty 6.0

Lottery BP adds randomness to belief propagation decoding and uses syndrome voting to achieve far higher accuracy on topological quantum codes while reducing reliance on expensive global decoders.

Compiling Code LLMs into Lightweight Executables

cs.SE · 2026-03-31 · conditional · novelty 6.0

Ditto quantizes Code LLMs with K-Means codebooks and compiles inference via LLVM-BLAS replacement to deliver up to 10.5x faster, 6.4x smaller, and 10.5x lower-energy execution on commodity hardware while losing only 0.27% pass@1 accuracy.

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