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20222026
most citedQuantum Clustering with k-Means: a Hybrid Approach

46 citations · 51 across the 5 of their papers we have counts for

collaborators

6 papers

math.OA2026

A Separable Hilbertian Operator Space with CBAP and No Completely Bounded Basis

Dominique Guillot, Nicolas Cutrona

Liu and Ruan showed that a separable operator space has the completely bounded approximation property if and only if it admits a completely bounded frame. We show that, even for Hi…

quant-ph2026

A Quantum Phase-based Comparator

Alessandro Berti, Alessandro Poggiali

Quantum comparators decide the order of two operands. They rely on reversible logic acting on basis-encoded integers, so their width grows with the precision. We introduce the Quan…

quant-ph2026

Two-Tower Quantum Matrix Chain Multiplication: Trading Qubits for Depth

Giacomo Antonioli, Anna Bernasconi, Alessandro Berti +2

Matrix chain multiplication -- computing where -- arises in scientific computing, machine lear…

quant-ph2024★ 1 cited

Quantum Patch-Based Autoencoder for Anomaly Segmentation

Maria Francisca Madeira, Alessandro Poggiali, Jeanette Miriam Lorenz

Quantum Machine Learning investigates the possibility of quantum computers enhancing Machine Learning algorithms. Anomaly segmentation is a fundamental task in various domains to i…

quant-ph2024★ 4 cited

Quantum Subroutine for Variance Estimation: Algorithmic Design and Applications

Anna Bernasconi, Alessandro Berti, Gianna M. Del Corso +2

Quantum computing sets the foundation for new ways of designing algorithms, thanks to the peculiar properties inherited by quantum mechanics. The exploration of this new paradigm f…

quant-ph2022★ 46 cited

Quantum Clustering with k-Means: a Hybrid Approach

Alessandro Poggiali, Alessandro Berti, Anna Bernasconi +2

Quantum computing is a promising paradigm based on quantum theory for performing fast computations. Quantum algorithms are expected to surpass their classical counterparts in terms…