aiqbench analysis
This research introduces a Hermitian sum-of-squares hierarchy that achieves quadratic convergence for bounding the success probability of classical message transmission over quantum channels, significantly improving upon previous inverse square root decay rates. By leveraging state-discrimination duality and positive polynomial kernels, the study provides tighter multiplicative approximations for trace-norm contraction coefficients relevant to quantum communication limits.
A Sum-of-Squares Hierarchy with Quadratic Convergence for Quantum Channel Coding
arXiv:2609.09629v1 Announce Type: new Abstract: Computing the optimal success probability for transmitting classical messages through a single use of a quantum channel is NP-hard, even for two messages. An existing semidefinite programming hierarchy based on symmetric extensions provides convergent upper bounds with an a priori error estimate that decays as the inverse square root of the extension level. In this work, we construct a Hermitian sum-of-squares hierarchy for an arbitrary number of messages and prove quadratic convergence in its level. The error bound is proportional to the advantage over random guessing. Our approach combines state-discrimination duality with positive polynomial kernels on products of spheres to construct feasible polynomial dual certificates. For binary messages, the resulting bounds give a multiplicative approximation from above of the trace-norm contraction coefficient.
Abstract:Computing the optimal success probability for transmitting classical messages through a single use of a quantum channel is NP-hard, even for two messages. An existing semidefinite programming hierarchy based on symmetric extensions provides convergent upper bounds with an a priori error estimate that decays as the inverse square root of the extension level. In this work, we construct a Hermitian sum-of-squares hierarchy for an arbitrary number of messages and prove quadratic convergence in its level. The error bound is proportional to the advantage over random guessing. Our approach combines state-discrimination duality with positive polynomial kernels on products of spheres to construct feasible polynomial dual certificates. For binary messages, the resulting bounds give a multiplicative approximation from above of the trace-norm contraction coefficient.
Quantum Physics (quant-ph); Information Theory (cs.IT); Optimization and Control (math.OC)
arXiv:2609.09629 [quant-ph]
(or arXiv:2609.09629v1 [quant-ph] for this version)
https://doi.org/10.48550/arXiv.2609.09629 Focus to learn more arXiv-issued DOI via DataCite (pending registration)
arXivLabs is a framework that allows collaborators to develop and share new arXiv features directly on our website.
Both individuals and organizations that work with arXivLabs have embraced and accepted our values of openness, community, excellence, and user data privacy. arXiv is committed to these values and only works with partners that adhere to them.
Have an idea for a project that will add value for arXiv's community? Learn more about arXivLabs.
Full text under the publisher's open licence · 223 words
Related coverage

Lattice-Based Cryptography Explained
Quantum Zeitgeist · Aug 15, 2026

A brief history of quantum vs classical computational advantage
Quantum Journal · Sep 1, 2026

Exploding variance of means of exponentials: least-squares to the rescue – Machine Learning Research Blog
francisbach.com · Sep 27, 2026

Quantum Computing Myths and Reality
Quantum Zeitgeist · Aug 30, 2026