3 papers
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
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
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…