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20212026
most citedQ-FW: A Hybrid Classical-Quantum Frank-Wolfe for Quadratic Binary Optimization

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quant-ph2026

Bernstein-Vazirani Networks: Quantum Machine Learning by Interference

Natacha Kuete Meli, Tolga Birdal, Prayag Tiwari +2

We introduce Bernstein-Vazirani Networks (BVNs), a non-variational quantum machine learning framework that leverages quantum interference for supervised learning, demonstrated on v…

quant-ph2026

Layered Quantum Architecture Search for 3D Point Cloud Classification

Natacha Kuete Meli, Jovita Lukasik, Vladislav Golyanik +1

We introduce layered Quantum Architecture Search (layered-QAS), a strategy inspired by classical network morphism that designs Parametrised Quantum Circuit (PQC) architectures by p…