2 papers
quant-ph2026
Efficient Matrix Product State Learning in Logarithmic Depth
Chia-Ying Lin, Nai-Hui Chia, Shih-Han Hung
Learning the closest matrix product state (MPS) representation of a quantum state enables useful tools for quantum machine learning and analysis of complex quantum systems. In this…
quant-ph2025
Shadow Tomography Against Adversaries
Maryam Aliakbarpour, Vladimir Braverman, Nai-Hui Chia +4
We study single-copy shadow tomography in the adversarial robust setting, where the goal is to learn the expectation values of observables with …