MW
Michael B. Wakin
cs.ITmath.ITmath.OCeess.SPcs.LGquant-phstat.MLcs.NAmath.NAmath.ST
On Valency
published · living versionsW_79dmwq7g·v1 · currentpublished
Adaptive Local Measurements For Quantum Learning Can Exponentially Outperform Nonadaptive Global Measurements
with Alireza Goldar, Zhen Qin, Zhihui Zhu, Zhe-Xuan Gong
1 version
Preprints & journals
70 papers in the corpus · 2006–2026Tensor-Based Joint Pitch and DOA Estimation2607.29003v1 · Yifan Wu, Michael B. Wakin2026 · 0 citationsarXiv
Bounds on Prediction Error When Using an Impulse Response/Equilibrium Model Structure2605.30691v1 · Tyrone L. Vincent, Michael B. Wakin2026 · 0 citationsarXiv
Statistical and Algorithmic Foundations of Probing Quantum Systems with Compressive Measurements: A Review2605.27191v1 · Zhen Qin, Michael B. Wakin, Zhihui Zhu2026 · 0 citationsarXiv
An Exponential Advantage for Adaptive Tomography of Structured States under Pauli Basis Measurements2604.26043v1 · Alireza Goldar, Zhen Qin, Zhihui Zhu et al.2026 · 0 citationsarXiv
QA-VLM: Providing human-interpretable quality assessment for wire-feed laser additive manufacturing parts with Vision Language Models2508.16661v1 · Qiaojie Zheng, Jiucai Zhang, Joy Gockel et al.2025 · 7 citationsarXiv
Optimal Allocation of Pauli Measurements for Low-rank Quantum State Tomography2411.04452v1 · Zhen Qin, Casey Jameson, Zhexuan Gong et al.2024 · 1 citationarXiv
Sample-Efficient Quantum State Tomography for Structured Quantum States in One Dimension2410.02583v4 · Zhen Qin, Casey Jameson, Alireza Goldar et al.2024 · 0 citationsarXiv
Optimal quantum state tomography with local informationally complete measurements2408.07115v1 · Casey Jameson, Zhen Qin, Alireza Goldar et al.2024 · 1 citationarXiv
Multi-source wavefield reconstruction of distributed acoustic sensing data using compressive sensing and seismic interferometry.39177360 · Saengduean, Patipan, Yang, Jihyun, Shragge, Jeffrey et al.2024 · 2 citationsThe Journal of the Acoustical Society of America. 2024;156(2):1309-1318
Non-uniform Array and Frequency Spacing for Regularization-free Gridless DOA2401.06313v1 · Yifan Wu, Michael B. Wakin, Peter Gerstoft2024 · 18 citationsarXiv
Guaranteed Nonconvex Factorization Approach for Tensor Train Recovery2401.02592v3 · Zhen Qin, Michael B. Wakin, Zhihui Zhu2024 · 2 citationsJournal of Machine Learning Research (December 2024)
Achieving Robust Compressive Sensing Seismic Acquisition with a Two-Step Sampling Approach.38067893 · Titova, Anna, Wakin, Michael B, Tura, Ali C2023 · 5 citationsSensors (Basel, Switzerland). 2023;23(23)
Quantum State Tomography for Matrix Product Density Operators2306.09432v4 · Zhen Qin, Casey Jameson, Zhexuan Gong et al.2023 · 17 citationsIEEE Transactions on Information Theory (PP. 5030 - 5056, Volume: 70, July 2024)
On-grid compressive sampling for spherical field measurements in acoustics.36319258 · Valdez, Marc Andrew, Yuffa, Alex J, Wakin, Michael B2022 · 2 citationsThe Journal of the Acoustical Society of America. 2022;152(4):2240
Gridless DOA Estimation with Multiple Frequencies2207.06159v2 · Yifan Wu, Michael B. Wakin, Peter Gerstoft2022 · 54 citationsarXiv
Quantum state tomography with tensor train cross approximation2207.06397v1 · Alexander Lidiak, Casey Jameson, Zhen Qin et al.2022 · 5 citationsarXiv
Compressive Sensing with Wigner -functions on Subsets of the Sphere2206.03572v3 · Marc Andrew Valdez (1, Alex J. Yuffa, Michael B. Wakin2022 · 3 citationsarXiv
Recovery Guarantees for Time-varying Pairwise Comparison Matrices with Non-transitivity2106.09151v1 · Shuang Li, Michael B. Wakin2021 · 2 citationsarXiv
Landscape Correspondence of Empirical and Population Risks in the Eigendecomposition Problem2106.06574v2 · Shuang Li, Gongguo Tang, Michael B. Wakin2021 · 1 citationarXiv
Digital Beamforming Robust to Time-Varying Carrier Frequency Offset2103.04948v1 · Shuang Li, Payam Nayeri, Michael B. Wakin2021 · 3 citationsarXiv
The Global Geometry of Centralized and Distributed Low-rank Matrix Recovery without Regularization2003.10981v2 · Shuang Li, Qiuwei Li, Zhihui Zhu et al.2020 · 19 citationsarXiv
The Effectiveness of Variational Autoencoders for Active Learning1911.07716v1 · Farhad Pourkamali-Anaraki, Michael B. Wakin2019 · 4 citationsarXiv
Support Recovery for Sparse Signals with Unknown Non-stationary Modulation1910.13104v2 · Youye Xie, Michael B. Wakin, Gongguo Tang2019 · 7 citationsarXiv
The Landscape of Non-convex Empirical Risk with Degenerate Population Risk1907.05520v4 · Shuang Li, Gongguo Tang, Michael B. Wakin2019 · 5 citationsarXiv
Provable Bregman-divergence based Methods for Nonconvex and Non-Lipschitz Problems1904.09712v1 · Qiuwei Li, Zhihui Zhu, Gongguo Tang et al.2019 · 17 citationsarXiv
Atomic Norm Denoising for Complex Exponentials with Unknown Waveform Modulations1902.05238v3 · Shuang Li, Michael B. Wakin, Gongguo Tang2019 · 34 citationsarXiv
Simultaneous Sparse Recovery and Blind Demodulation1902.05023v2 · Youye Xie, Michael B. Wakin, Gongguo Tang2019 · 17 citationsarXiv
Global Optimality in Distributed Low-rank Matrix Factorization1811.03129v2 · Zhihui Zhu, Qiuwei Li, Xinshuo Yang et al.2018 · 3 citationsarXiv
Recovery Analysis of Damped Spectrally Sparse Signals and Its Relation to MUSIC1806.03511v5 · Shuang Li, Hassan Mansour, Michael B. Wakin2018 · 4 citationsarXiv
The Global Optimization Geometry of Shallow Linear Neural Networks1805.04938v2 · Zhihui Zhu, Daniel Soudry, Yonina C. Eldar et al.2018 · 29 citationsarXiv
Stabilizing embedology: Geometry-preserving delay-coordinate maps.29548121 · Eftekhari, Armin, Yap, Han Lun, Wakin, Michael B et al.2018 · 24 citationsPhysical review. E. 2018;97(2-1):022222
ROAST: Rapid Orthogonal Approximate Slepian Transform1712.04613v2 · Zhihui Zhu, Santhosh Karnik, Michael B. Wakin et al.2017 · 7 citationsarXiv
Time-Limited Toeplitz Operators on Abelian Groups: Applications in Information Theory and Subspace Approximation1711.07956v2 · Zhihui Zhu, Michael B. Wakin2017 · 4 citationsarXiv
The Eigenvalue Distribution of Discrete Periodic Time-Frequency Limiting Operators1707.05344v1 · Zhihui Zhu, Santhosh Karnik, Mark A. Davenport et al.2017 · 24 citationsarXiv
Joint Elastic Side-Scattering Lidar and Raman Lidar Measurements of Aerosol Optical Properties in South East Colorado1704.04417v1 · L. Wiencke, V. Rizi, M. Will et al.2017 · 7 citationsJINST 12 (2017) P03008
The Global Optimization Geometry of Low-Rank Matrix Optimization1703.01256v3 · Zhihui Zhu, Qiuwei Li, Gongguo Tang et al.2017 · 57 citationsarXiv
Atomic Norm Minimization for Modal Analysis from Random and Compressed Samples1703.00938v4 · Shuang Li, Dehui Yang, Gongguo Tang et al.2017 · 74 citationsarXiv
Global Optimality in Low-rank Matrix Optimization1702.07945v3 · Zhihui Zhu, Qiuwei Li, Gongguo Tang et al.2017 · 124 citationsarXiv
Randomized Learning of the Second-Moment Matrix of a Smooth Function1612.06339v6 · Armin Eftekhari, Michael B. Wakin, Ping Li et al.2016 · 3 citationsarXiv
Weighted Matrix Completion and Recovery with Prior Subspace Information1612.01720v3 · Armin Eftekhari, Dehui Yang, Michael B. Wakin2016 · 50 citationsarXiv
Streaming Principal Component Analysis From Incomplete Data1612.00904v2 · Armin Eftekhari, Gregory Ongie, Laura Balzano et al.2016 · 4 citationsarXiv
What to Expect When You Are Expecting on the Grassmannian1611.07216v2 · Armin Eftekhari, Laura Balzano, Michael B. Wakin2016 · 3 citationsarXiv
The Fast Slepian Transform1611.04950v2 · Santhosh Karnik, Zhihui Zhu, Michael B. Wakin et al.2016 · 42 citationsarXiv
MC^2: A Two-Phase Algorithm for Leveraged Matrix Completion1609.01795v3 · Armin Eftekhari, Michael B. Wakin, Rachel A. Ward2016 · 19 citationsarXiv
On the Asymptotic Equivalence of Circulant and Toeplitz Matrices1608.04820v2 · Zhihui Zhu, Michael B. Wakin2016 · 40 citationsarXiv
Reconstruction of Frequency Hopping Signals From Multi-Coset Samples1603.06886v1 · Chia Wei Lim, Michael B. Wakin2016 · 1 citationarXiv
Super-Resolution of Complex Exponentials from Modulations with Unknown Waveforms1601.03712v2 · Dehui Yang, Gongguo Tang, Michael B. Wakin2016 · 78 citationsarXiv
What Happens to a Manifold Under a Bi-Lipschitz Map?1512.06906v3 · Armin Eftekhari, Michael B. Wakin2015 · 7 citationsarXiv
Greed is Super: A Fast Algorithm for Super-Resolution1511.03385v1 · Armin Eftekhari, Michael B. Wakin2015 · 13 citationsarXiv
Approximating Sampled Sinusoids and Multiband Signals Using Multiband Modulated DPSS Dictionaries1507.00029v4 · Zhihui Zhu, Michael B. Wakin2015 · 51 citationsarXiv
Career total: 249 works. 70 are in this corpus.Showing the 50 most recent.
Profile built from the corpus for this byline.
Author records are still filling in while the Hub is in alpha. If this is your page, you'll be able to claim it soon. Spot a mistake? Tell us.