Publications by authors named "Samantha V Barron"
Nat Comput Sci
November 2024
Article Synopsis
- Quantum computing offers capabilities that surpass classical computers, but current quantum machines produce noisy outputs, complicating result accuracy.
- This study assesses how noise affects bit string sampling and its consequences for optimization and machine learning tasks.
- By quantifying the sampling overhead and relating it to layer fidelity, the research establishes provable bounds on noise-free expectation values, validated through experiments on quantum computers with up to 127 qubits, showing good alignment with theoretical outcomes.*
