3 papers
cs.ET2025
Qubit-Efficient QUBO Formulation for Constrained Optimization Problems
Meerzhan Kanatbekova, Vincenzo De Maio, Ivona Brandic
Quantum computing has emerged as a promising alternative for solving combinatorial optimization problems. The standard approach for encoding optimization problems on quantum proces…
quant-ph2025
Breaking Down Quantum Compilation: Profiling and Identifying Costly Passes
Felix Zilk, Alessandro Tundo, Vincenzo De Maio +1
With the increasing capabilities of quantum systems, the efficient, practical execution of quantum programs is becoming more critical. Each execution includes compilation time, whi…
quant-ph2024
Exploring Channel Distinguishability in Local Neighborhoods of the Model Space in Quantum Neural Networks
Sabrina Herbst, Sandeep Suresh Cranganore, Vincenzo De Maio +1
With the increasing interest in Quantum Machine Learning, Quantum Neural Networks (QNNs) have emerged and gained significant attention. These models have, however, been shown to be…