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quant-ph2026
Efficient Simulation of Szegedy Quantum Walk Formulations and Algorithms
Sergio A. Ortega, Daniel K. Park
Quantum walks provide a versatile framework for quantum algorithms across a wide range of applications. We develop efficient classical simulation methods for Szegedy quantum walks…
quant-ph2026
Reverse Delegated Training and Private Inference via Perfectly-Secure Quantum Homomorphic Encryption
Sergio A. Ortega, Miguel A. Martin-Delgado
Quantum machine learning in cloud environments requires protecting sensitive data while enabling remote computation. Here we demonstrate the first realistic implementations of a pe…