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20072026
most citedGlobal Optimality in Low-rank Matrix Optimization

128 citations · 738 across the 58 of their papers we have counts for

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Showing 2024Show all

5 papers · 1 filter

quant-ph2024

Optimal Allocation of Pauli Measurements for Low-rank Quantum State Tomography

Zhen Qin, Casey Jameson, Zhexuan Gong +2

The process of reconstructing quantum states from experimental measurements, accomplished through quantum state tomography (QST), plays a crucial role in verifying and benchmarking…

quant-ph2024

Sample-Efficient Quantum State Tomography for Structured Quantum States in One Dimension

Zhen Qin, Casey Jameson, Alireza Goldar +3

While quantum state tomography (QST) remains the gold standard for benchmarking and verifying quantum devices, it requires an exponentially large number of measurements and classic…

quant-ph2024

Optimal quantum state tomography with local informationally complete measurements

Casey Jameson, Zhen Qin, Alireza Goldar +3

Quantum state tomography (QST) remains the gold standard for benchmarking and verification of near-term quantum devices. While QST for a generic quantum many-body state requires an…

eess.SP2024

Non-uniform Array and Frequency Spacing for Regularization-free Gridless DOA

Yifan Wu, Michael B. Wakin, Peter Gerstoft

Gridless direction-of-arrival (DOA) estimation with multiple frequencies can be applied in acoustics source localization problems. We formulate this as an atomic norm minimization…

stat.ML2024★ 1 cited

Guaranteed Nonconvex Factorization Approach for Tensor Train Recovery

Zhen Qin, Michael B. Wakin, Zhihui Zhu

In this paper, we provide the first convergence guarantee for the factorization approach. Specifically, to avoid the scaling ambiguity and to facilitate theoretical analysis, we op…