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Michael B. Wakin
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2020 – today
- 2024
- [j52]Dan Rosen
, Michael B. Wakin
:
Bivariate retrieval from intensity of cross-correlation. Signal Process. 215: 109267 (2024) - [j51]Dan Rosen, Daniel Scarbrough
, Jeff Squier, Michael B. Wakin
:
Phase retrieval from integrated intensity of auto-convolution. Signal Process. 220: 109464 (2024) - [j50]Zhen Qin
, Casey Jameson, Zhexuan Gong, Michael B. Wakin
, Zhihui Zhu
:
Quantum State Tomography for Matrix Product Density Operators. IEEE Trans. Inf. Theory 70(7): 5030-5056 (2024) - [j49]Yifan Wu
, Michael B. Wakin
, Peter Gerstoft
:
Non-Uniform Array and Frequency Spacing for Regularization-Free Gridless DOA. IEEE Trans. Signal Process. 72: 2006-2020 (2024) - [c71]Yifan Wu, Michael B. Wakin, Peter Gerstoft, Yongsung Park:
Non-Uniform Frequency Spacing for Regularization-Free Gridless DOA. ICASSP 2024: 9291-9295 - [i47]Zhen Qin, Michael B. Wakin, Zhihui Zhu:
Guaranteed Nonconvex Factorization Approach for Tensor Train Recovery. CoRR abs/2401.02592 (2024) - 2023
- [j48]Anna Titova
, Michael B. Wakin
, Ali C. Tura
:
Achieving Robust Compressive Sensing Seismic Acquisition with a Two-Step Sampling Approach. Sensors 23(23): 9519 (2023) - [j47]Justin Jayne, Michael B. Wakin
, Roel Snieder
:
Green's function estimation by seismic interferometry from limited frequency samples. Signal Process. 205: 108863 (2023) - [j46]Yifan Wu
, Michael B. Wakin
, Peter Gerstoft
:
Gridless DOA Estimation With Multiple Frequencies. IEEE Trans. Signal Process. 71: 417-432 (2023) - [i46]Zhen Qin, Casey Jameson, Zhexuan Gong, Michael B. Wakin, Zhihui Zhu:
Stable Tomography for Structured Quantum States. CoRR abs/2306.09432 (2023) - 2022
- [j45]Roel Snieder
, Michael B. Wakin:
When Randomness Helps in Undersampling. SIAM Rev. 64(4): 1062-1080 (2022) - [j44]Shuang Li
, Gongguo Tang
, Michael B. Wakin
:
Landscape Correspondence of Empirical and Population Risks in the Eigendecomposition Problem. IEEE Trans. Signal Process. 70: 2985-2999 (2022) - [j43]Marc Andrew Valdez
, Alex J. Yuffa
, Michael B. Wakin
:
Compressive Sensing With Wigner $D$-Functions on Subsets of the Sphere. IEEE Trans. Signal Process. 70: 5652-5667 (2022) - [c70]Yifan Wu, Michael B. Wakin, Peter Gerstoft:
Gridless DOA Estimation Under the Multi-Frequency Model. ICASSP 2022: 5982-5986 - [c69]Zhen Qin, Alexander Lidiak, Zhexuan Gong, Gongguo Tang, Michael B. Wakin, Zhihui Zhu:
Error Analysis of Tensor-Train Cross Approximation. NeurIPS 2022 - [i45]Marc Andrew Valdez, Alex J. Yuffa, Michael B. Wakin:
Restricted Domain Compressive Sensing for Antenna Metrology. CoRR abs/2206.03572 (2022) - [i44]Zhen Qin
, Alexander Lidiak, Zhexuan Gong, Gongguo Tang, Michael B. Wakin, Zhihui Zhu:
Error Analysis of Tensor-Train Cross Approximation. CoRR abs/2207.04327 (2022) - 2021
- [j42]Zhihui Zhu
, Qiuwei Li
, Gongguo Tang
, Michael B. Wakin
:
The Global Optimization Geometry of Low-Rank Matrix Optimization. IEEE Trans. Inf. Theory 67(2): 1308-1331 (2021) - [c68]Youye Xie, Michael B. Wakin, Gongguo Tang:
Data-driven Parameter Estimation Of Contaminated Damped Exponentials. ACSCC 2021: 800-804 - [c67]Youye Xie, Michael B. Wakin, Gongguo Tang:
Data-driven Support Recovery for Sparse Signals with Non-stationary Modulation. ICMLA 2021: 1641-1646 - [c66]Youye Xie, Michael B. Wakin, Gongguo Tang:
Contaminated Multiband Signal Identification Via Deep Learning. SSP 2021: 76-80 - [i43]Shuang Li, Payam Nayeri, Michael B. Wakin:
Digital Beamforming Robust to Time-Varying Carrier Frequency Offset. CoRR abs/2103.04948 (2021) - [i42]Shuang Li, Gongguo Tang, Michael B. Wakin:
Landscape Correspondence of Empirical and Population Risks in the Eigendecomposition Problem. CoRR abs/2106.06574 (2021) - [i41]Shuang Li, Michael B. Wakin:
Recovery Guarantees for Time-varying Pairwise Comparison Matrices with Non-transitivity. CoRR abs/2106.09151 (2021) - 2020
- [j41]Zhihui Zhu
, Daniel Soudry, Yonina C. Eldar
, Michael B. Wakin:
The Global Optimization Geometry of Shallow Linear Neural Networks. J. Math. Imaging Vis. 62(3): 279-292 (2020) - [j40]Shuang Li
, Qiuwei Li
, Zhihui Zhu
, Gongguo Tang
, Michael B. Wakin
:
The Global Geometry of Centralized and Distributed Low-rank Matrix Recovery Without Regularization. IEEE Signal Process. Lett. 27: 1400-1404 (2020) - [j39]Shuang Li
, Michael B. Wakin
, Gongguo Tang
:
Atomic Norm Denoising for Complex Exponentials With Unknown Waveform Modulations. IEEE Trans. Inf. Theory 66(6): 3893-3913 (2020) - [j38]Youye Xie
, Michael B. Wakin
, Gongguo Tang
:
Support Recovery for Sparse Signals With Unknown Non-Stationary Modulation. IEEE Trans. Signal Process. 68: 1884-1896 (2020) - [c65]Shuang Li, Stephen Becker, Michael B. Wakin:
Nuclear Norm Based Spectrum Estimation for Molecular Dynamic Simulations. ACSSC 2020: 1457-1461
2010 – 2019
- 2019
- [j37]Armin Eftekhari, Gregory Ongie, Laura Balzano, Michael B. Wakin
:
Streaming Principal Component Analysis From Incomplete Data. J. Mach. Learn. Res. 20: 86:1-86:62 (2019) - [j36]Youye Xie
, Michael B. Wakin
, Gongguo Tang
:
Simultaneous Sparse Recovery and Blind Demodulation. IEEE Trans. Signal Process. 67(19): 5184-5199 (2019) - [c64]Youye Xie, Michael B. Wakin, Gongguo Tang:
Support Recovery for Sparse Recovery and Non-stationary Blind Demodulation. ACSSC 2019: 235-239 - [c63]Qiuwei Li, Zhihui Zhu, Michael B. Wakin, Gongguo Tang:
The Local Geometry of Orthogonal Dictionary Learning using L1 Minimization. ACSSC 2019: 1217-1221 - [c62]Qiuwei Li, Xinshuo Yang
, Zhihui Zhu, Gongguo Tang, Michael B. Wakin:
The Geometric Effects of Distributing Constrained Nonconvex Optimization Problems. CAMSAP 2019: 16-20 - [c61]Jonathan Helland, Michael B. Wakin, Gongguo Tang:
A Super-Resolution Algorithm for Extended Target Localization. CAMSAP 2019: 386-390 - [c60]Shuang Li, Gongguo Tang, Michael B. Wakin:
Simultaneous Blind Deconvolution and Phase Retrieval with Tensor Iterative Hard Thresholding. ICASSP 2019: 2977-2981 - [c59]Youye Xie, Michael B. Wakin, Gongguo Tang:
Sparse Recovery and Non-stationary Blind Demodulation. ICASSP 2019: 5566-5570 - [c58]Qiuwei Li, Zhihui Zhu, Gongguo Tang, Michael B. Wakin:
The Geometry of Equality-constrained Global Consensus Problems. ICASSP 2019: 7928-7932 - [c57]Shuang Li, Gongguo Tang, Michael B. Wakin:
The Landscape of Non-convex Empirical Risk with Degenerate Population Risk. NeurIPS 2019: 3502-3512 - [c56]Zhihui Zhu, Qiuwei Li, Xinshuo Yang, Gongguo Tang, Michael B. Wakin:
Distributed Low-rank Matrix Factorization With Exact Consensus. NeurIPS 2019: 8420-8430 - [i40]Youye Xie, Michael B. Wakin, Gongguo Tang:
Simultaneous Sparse Recovery and Blind Demodulation. CoRR abs/1902.05023 (2019) - [i39]Shuang Li, Michael B. Wakin, Gongguo Tang:
Atomic Norm Denoising for Complex Exponentials with Unknown Waveform Modulations. CoRR abs/1902.05238 (2019) - [i38]Qiuwei Li, Zhihui Zhu, Gongguo Tang, Michael B. Wakin:
Provable Bregman-divergence based Methods for Nonconvex and Non-Lipschitz Problems. CoRR abs/1904.09712 (2019) - [i37]Shuang Li, Gongguo Tang, Michael B. Wakin:
The Landscape of Non-convex Empirical Risk with Degenerate Population Risk. CoRR abs/1907.05520 (2019) - [i36]Youye Xie, Michael B. Wakin, Gongguo Tang:
Support Recovery for Sparse Signals with Non-stationary Modulation. CoRR abs/1910.13104 (2019) - [i35]Farhad Pourkamali-Anaraki, Michael B. Wakin:
The Effectiveness of Variational Autoencoders for Active Learning. CoRR abs/1911.07716 (2019) - 2018
- [j35]Zhihui Zhu, Santhosh Karnik, Mark A. Davenport, Justin Romberg, Michael B. Wakin
:
The Eigenvalue Distribution of Discrete Periodic Time-Frequency Limiting Operators. IEEE Signal Process. Lett. 25(1): 95-99 (2018) - [j34]Armin Eftekhari
, Dehui Yang
, Michael B. Wakin
:
Weighted Matrix Completion and Recovery With Prior Subspace Information. IEEE Trans. Inf. Theory 64(6): 4044-4071 (2018) - [j33]Shuang Li
, Dehui Yang
, Gongguo Tang
, Michael B. Wakin
:
Atomic Norm Minimization for Modal Analysis From Random and Compressed Samples. IEEE Trans. Signal Process. 66(7): 1817-1831 (2018) - [j32]Zhihui Zhu
, Qiuwei Li
, Gongguo Tang
, Michael B. Wakin
:
Global Optimality in Low-Rank Matrix Optimization. IEEE Trans. Signal Process. 66(13): 3614-3628 (2018) - [j31]Zhihui Zhu
, Santhosh Karnik, Michael B. Wakin
, Mark A. Davenport
, Justin Romberg
:
ROAST: Rapid Orthogonal Approximate Slepian Transform. IEEE Trans. Signal Process. 66(22): 5887-5901 (2018) - [c55]Farhad Pourkamali-Anaraki, Stephen Becker, Michael B. Wakin:
Randomized Clustered Nystrom for Large-Scale Kernel Machines. AAAI 2018: 3960-3967 - [i34]Zhihui Zhu, Daniel Soudry, Yonina C. Eldar, Michael B. Wakin:
The Global Optimization Geometry of Shallow Linear Neural Networks. CoRR abs/1805.04938 (2018) - [i33]Shuang Li, Hassan Mansour, Michael B. Wakin:
An Optimization View of MUSIC and Its Extension to Missing Data. CoRR abs/1806.03511 (2018) - [i32]Zhihui Zhu, Qiuwei Li, Gongguo Tang, Michael B. Wakin:
Global Optimality in Distributed Low-rank Matrix Factorization. CoRR abs/1811.03129 (2018) - 2017
- [j30]Armin Eftekhari, Michael B. Wakin
:
What Happens to a Manifold Under a Bi-Lipschitz Map? Discret. Comput. Geom. 57(3): 641-673 (2017) - [j29]Armin Eftekhari, Laura Balzano, Michael B. Wakin
:
What to Expect When You Are Expecting on the Grassmannian. IEEE Signal Process. Lett. 24(6): 872-876 (2017) - [j28]Richard G. Baraniuk
, Thomas A. Goldstein, Aswin C. Sankaranarayanan, Christoph Studer, Ashok Veeraraghavan, Michael B. Wakin
:
Compressive Video Sensing: Algorithms, architectures, and applications. IEEE Signal Process. Mag. 34(1): 52-66 (2017) - [j27]Zhihui Zhu
, Michael B. Wakin
:
On the Asymptotic Equivalence of Circulant and Toeplitz Matrices. IEEE Trans. Inf. Theory 63(5): 2975-2992 (2017) - [c54]Zhihui Zhu, Dehui Yang, Michael B. Wakin, Gongguo Tang:
A super-resolution algorithm for multiband signal identification. ACSSC 2017: 323-327 - [c53]Armin Eftekhari, Michael B. Wakin, Ping Li, Paul G. Constantine, Rachel A. Ward
:
Learning the second-moment matrix of a smooth function from point samples. ACSSC 2017: 671-675 - [c52]Zhihui Zhu, Manuel Lopez-Santillana, Michael B. Wakin:
Super-Resolution of complex exponentials from modulations with known waveforms. CAMSAP 2017: 1-5 - [c51]Zhihui Zhu, Qiuwei Li, Gongguo Tang, Michael B. Wakin:
Global optimality in low-rank matrix optimization. GlobalSIP 2017: 1275-1279 - [c50]Qiuwei Li, Shuang Li, Hassan Mansour, Michael B. Wakin, Dehui Yang, Zhihui Zhu:
Jazz: A companion to music for frequency estimation with missing data. ICASSP 2017: 3236-3240 - [c49]Shuang Li, Dehui Yang, Michael B. Wakin:
Atomic norm minimization for modal analysis with random spatial compression. ICASSP 2017: 3251-3255 - [c48]Zhihui Zhu, Santhosh Karnik, Michael B. Wakin, Mark A. Davenport, Justin K. Romberg:
Fast orthogonal approximations of sampled sinusoids and bandlimited signals. ICASSP 2017: 4511-4515 - [c47]Youye Xie, Shuang Li, Gongguo Tang, Michael B. Wakin:
Radar signal demixing via convex optimization. DSP 2017: 1-5 - [i31]Zhihui Zhu, Qiuwei Li, Gongguo Tang, Michael B. Wakin:
Global Optimality in Low-rank Matrix Optimization. CoRR abs/1702.07945 (2017) - [i30]Shuang Li, Dehui Yang, Gongguo Tang, Michael B. Wakin:
Atomic Norm Minimization for Modal Analysis from Random and Compressed Samples. CoRR abs/1703.00938 (2017) - [i29]Zhihui Zhu, Qiuwei Li, Gongguo Tang, Michael B. Wakin:
The Global Optimization Geometry of Nonsymmetric Matrix Factorization and Sensing. CoRR abs/1703.01256 (2017) - [i28]Zhihui Zhu, Santhosh Karnik, Mark A. Davenport, Justin Romberg, Michael B. Wakin:
The Eigenvalue Distribution of Discrete Periodic Time-Frequency Limiting Operators. CoRR abs/1707.05344 (2017) - [i27]Zhihui Zhu, Michael B. Wakin:
Time-Limited Toeplitz Operators on Abelian Groups: Applications in Information Theory and Subspace Approximation. CoRR abs/1711.07956 (2017) - [i26]Zhihui Zhu, Santhosh Karnik, Michael B. Wakin, Mark A. Davenport, Justin Romberg:
ROAST: Rapid Orthogonal Approximate Slepian Transform. CoRR abs/1712.04613 (2017) - 2016
- [j26]Michael B. Wakin, Rémi Gribonval, Visa Koivunen, Justin K. Romberg, John Wright:
Introduction to the Issue on Structured Matrices in Signal and Data Processing. IEEE J. Sel. Top. Signal Process. 10(4): 605-607 (2016) - [j25]Marc J. Rubin, Michael B. Wakin
, Tracy Camp:
Lossy Compression for Wireless Seismic Data Acquisition. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 9(1): 236-252 (2016) - [j24]Mohammad Babakmehr, Marcelo Godoy Simões
, Michael B. Wakin
, Farnaz Harirchi:
Compressive Sensing-Based Topology Identification for Smart Grids. IEEE Trans. Ind. Informatics 12(2): 532-543 (2016) - [j23]Dehui Yang
, Gongguo Tang, Michael B. Wakin
:
Super-Resolution of Complex Exponentials From Modulations With Unknown Waveforms. IEEE Trans. Inf. Theory 62(10): 5809-5830 (2016) - [c46]Santhosh Karnik, Zhihui Zhu, Michael B. Wakin, Justin K. Romberg, Mark A. Davenport:
Fast computations for approximation and compression in Slepian spaces. GlobalSIP 2016: 1359-1363 - [c45]Dehui Yang, Gongguo Tang, Michael B. Wakin:
Non-stationary blind super-resolution. ICASSP 2016: 4727-4731 - [c44]Shuang Li, Dehui Yang, Michael B. Wakin:
Atomic norm minimization for modal analysis. ICME Workshops 2016: 1-2 - [c43]Zhihui Zhu, Gongguo Tang, Pawan Setlur, Sandeep Gogineni, Michael B. Wakin, Muralidhar Rangaswamy:
Super-resolution in SAR imaging: Analysis with the atomic norm. SAM 2016: 1-5 - [i25]Dehui Yang, Gongguo Tang, Michael B. Wakin:
Super-Resolution of Complex Exponentials from Modulations with Unknown Waveforms. CoRR abs/1601.03712 (2016) - [i24]Chia Wei Lim, Michael B. Wakin:
Reconstruction of Frequency Hopping Signals From Multi-Coset Samples. CoRR abs/1603.06886 (2016) - [i23]Zhihui Zhu, Michael B. Wakin:
On the Asymptotic Equivalence of Circulant and Toeplitz Matrices. CoRR abs/1608.04820 (2016) - [i22]Armin Eftekhari, Michael B. Wakin, Rachel A. Ward:
MC^2: A Two-Phase Algorithm for Leveraged Matrix Completion. CoRR abs/1609.01795 (2016) - [i21]Armin Eftekhari, Laura Balzano, Michael B. Wakin:
What to Expect When You Are Expecting on the Grassmannian. CoRR abs/1611.07216 (2016) - [i20]Armin Eftekhari, Laura Balzano, Dehui Yang, Michael B. Wakin:
SNIPE for Memory-Limited PCA From Incomplete Data. CoRR abs/1612.00904 (2016) - [i19]Armin Eftekhari, Dehui Yang, Michael B. Wakin:
Weighted Matrix Completion and Recovery with Prior Subspace Information. CoRR abs/1612.01720 (2016) - [i18]Armin Eftekhari, Ping Li, Michael B. Wakin, Rachel A. Ward:
Learning the Differential Correlation Matrix of a Smooth Function From Point Samples. CoRR abs/1612.06339 (2016) - 2015
- [j22]Chia Wei Lim, Michael B. Wakin
:
Compressive Temporal Higher Order Cyclostationary Statistics. IEEE Trans. Signal Process. 63(11): 2942-2956 (2015) - [c42]Paul G. Constantine, Armin Eftekhari, Michael B. Wakin:
Computing active subspaces efficiently with gradient sketching. CAMSAP 2015: 353-356 - [c41]Mohammad Babakmehr, Marcelo Godoy Simões
, Michael B. Wakin, Ahmed Al-Durra
, Farnaz Harirchi:
Smart grid topology identification using sparse recovery. IAS 2015: 1-8 - [i17]Zhihui Zhu, Michael B. Wakin:
Approximating Sampled Sinusoids and Multiband Signals Using Multiband Modulated DPSS Dictionaries. CoRR abs/1507.00029 (2015) - [i16]Armin Eftekhari, Michael B. Wakin:
Greed is Super: A Fast Algorithm for Super-Resolution. CoRR abs/1511.03385 (2015) - [i15]Armin Eftekhari, Michael B. Wakin:
What Happens to a Manifold Under a Bi-Lipschitz Map? CoRR abs/1512.06906 (2015) - 2014
- [j21]Borhan Molazem Sanandaji, Michael B. Wakin
, Tyrone L. Vincent:
Observability With Random Observations. IEEE Trans. Autom. Control. 59(11): 3002-3007 (2014) - [j20]Jae Young Park, Michael B. Wakin
, Anna C. Gilbert:
Modal Analysis With Compressive Measurements. IEEE Trans. Signal Process. 62(7): 1655-1670 (2014) - [c40]Marc J. Rubin, Michael B. Wakin
, Tracy Camp:
A Comparison of On-Mote Lossy Compression Algorithms for Wireless Seismic Data Acquisition. DCOSS 2014: 111-118 - [c39]Han Lun Yap, Armin Eftekhari, Michael B. Wakin, Christopher J. Rozell:
A first analysis of the stability of Takens' embedding. GlobalSIP 2014: 404-408 - [c38]Chia Wei Lim, Michael B. Wakin:
Recovery of Periodic Clustered Sparse signals from compressive measurements. GlobalSIP 2014: 409-413 - [i14]Chia Wei Lim, Michael B. Wakin:
Technical Report: Compressive Temporal Higher Order Cyclostationary Statistics. CoRR abs/1410.7967 (2014) - 2013
- [j19]Jae Young Park, Michael B. Wakin
:
Multiscale algorithm for reconstructing videos from streaming compressive measurements. J. Electronic Imaging 22(2): 021001 (2013) - [j18]Han Lun Yap, Michael B. Wakin
, Christopher J. Rozell:
Stable Manifold Embeddings With Structured Random Matrices. IEEE J. Sel. Top. Signal Process. 7(4): 720-730 (2013) - [j17]Armin Eftekhari, Justin K. Romberg, Michael B. Wakin
:
Matched Filtering From Limited Frequency Samples. IEEE Trans. Inf. Theory 59(6): 3475-3496 (2013) - [j16]Marco F. Duarte, Michael B. Wakin
, Dror Baron
, Shriram Sarvotham, Richard G. Baraniuk:
Measurement Bounds for Sparse Signal Ensembles via Graphical Models. IEEE Trans. Inf. Theory 59(7): 4280-4289 (2013) - [j15]Mark A. Davenport, Deanna Needell, Michael B. Wakin
:
Signal Space CoSaMP for Sparse Recovery With Redundant Dictionaries. IEEE Trans. Inf. Theory 59(10): 6820-6829 (2013) - [j14]Borhan Molazem Sanandaji, Tyrone L. Vincent, Michael B. Wakin
:
Concentration of Measure Inequalities for Toeplitz Matrices With Applications. IEEE Trans. Signal Process. 61(1): 109-117 (2013) - [c37]Armin Eftekhari, Michael B. Wakin:
Greed is super: A new iterative method for super-resolution. GlobalSIP 2013: 631 - [i13]Armin Eftekhari, Michael B. Wakin:
New Analysis of Manifold Embeddings and Signal Recovery from Compressive Measurements. CoRR abs/1306.4748 (2013) - [i12]Jae Young Park, Michael B. Wakin, Anna C. Gilbert:
Modal Analysis with Compressive Measurements. CoRR abs/1307.1960 (2013) - 2012
- [j13]Jae Young Park, Michael B. Wakin
:
A geometric approach to multi-view compressive imaging. EURASIP J. Adv. Signal Process. 2012: 37 (2012) - [j12]Michael B. Wakin
, Stephen Becker, Eric B. Nakamura, Michael C. Grant, Emilio A. Sovero, Daniel Ching, Juhwan Yoo, Justin K. Romberg, Azita Emami-Neyestanak
, Emmanuel J. Candès:
A Nonuniform Sampler for Wideband Spectrally-Sparse Environments. IEEE J. Emerg. Sel. Topics Circuits Syst. 2(3): 516-529 (2012) - [j11]Juhwan Yoo, Christopher K. Turnes, Eric B. Nakamura, Chi K. Le, Stephen Becker, Emilio A. Sovero, Michael B. Wakin
, Michael C. Grant, Justin K. Romberg, Azita Emami-Neyestanak
, Emmanuel J. Candès:
A Compressed Sensing Parameter Extraction Platform for Radar Pulse Signal Acquisition. IEEE J. Emerg. Sel. Topics Circuits Syst. 2(3): 626-638 (2012) - [c36]Mark A. Davenport, Deanna Needell, Michael B. Wakin:
CoSaMP with redundant dictionaries. ACSCC 2012: 263-267 - [c35]Borhan Molazem Sanandaji, Tyrone L. Vincent, Kameshwar Poolla, Michael B. Wakin:
A tutorial on recovery conditions for compressive system identification of sparse channels. CDC 2012: 6277-6283 - [c34]Chia Wei Lim, Michael B. Wakin:
Automatic modulation recognition for spectrum sensing using nonuniform compressive samples. ICC 2012: 3505-3510 - [c33]Alejandro J. Weinstein, Michael B. Wakin:
A Tale of Four Libraries. SciPy 2012: 11-15 - [c32]Alejandro J. Weinstein, Michael B. Wakin:
Online search Orthogonal Matching Pursuit. SSP 2012: 584-587 - [i11]Mark A. Davenport, Deanna Needell, Michael B. Wakin:
Signal Space CoSaMP for Sparse Recovery with Redundant Dictionaries. CoRR abs/1208.0353 (2012) - [i10]Han Lun Yap, Michael B. Wakin, Christopher J. Rozell:
Stable Manifold Embeddings with Structured Random Matrices. CoRR abs/1209.3312 (2012) - [i9]Armin Eftekhari, Han Lun Yap, Christopher J. Rozell, Michael B. Wakin:
The Restricted Isometry Property for Random Block Diagonal Matrices. CoRR abs/1210.3395 (2012) - [i8]Anna C. Gilbert, Jae Young Park, Michael B. Wakin:
Sketched SVD: Recovering Spectral Features from Compressive Measurements. CoRR abs/1211.0361 (2012) - [i7]Borhan Molazem Sanandaji, Michael B. Wakin, Tyrone L. Vincent:
Observability with Random Observations. CoRR abs/1211.4077 (2012) - 2011
- [j10]Lawrence Carin
, Richard G. Baraniuk, Volkan Cevher
, David B. Dunson, Michael I. Jordan
, Guillermo Sapiro, Michael B. Wakin
:
Learning Low-Dimensional Signal Models. IEEE Signal Process. Mag. 28(2): 39-51 (2011) - [j9]Michael B. Wakin:
Sparse Image and Signal Processing: Wavelets, Curvelets, Morphological Diversity (Starck, J.-L., et al; 2010) [Book Reviews]. IEEE Signal Process. Mag. 28(5): 144-146 (2011) - [j8]Jae Young Park, Han Lun Yap, Christopher J. Rozell, Michael B. Wakin
:
Concentration of Measure for Block Diagonal Matrices With Applications to Compressive Signal Processing. IEEE Trans. Signal Process. 59(12): 5859-5875 (2011) - [c31]Borhan Molazem Sanandaji, Tyrone L. Vincent, Michael B. Wakin:
Exact topology identification of large-scale interconnected dynamical systems from compressive observations. ACC 2011: 649-656 - [c30]Borhan Molazem Sanandaji, Tyrone L. Vincent, Michael B. Wakin:
Compressive topology identification of interconnected dynamic systems via Clustered Orthogonal Matching Pursuit. CDC/ECC 2011: 174-180 - [c29]Borhan Molazem Sanandaji, Tyrone L. Vincent, Michael B. Wakin, Roland Tóth, Kameshwar Poolla:
Compressive System Identification of LTI and LTV ARX models. CDC/ECC 2011: 791-798 - [c28]Han Lun Yap, Armin Eftekhari, Michael B. Wakin, Christopher J. Rozell:
The Restricted Isometry Property for block diagonal matrices. CISS 2011: 1-6 - [c27]Han Lun Yap, Michael B. Wakin, Christopher J. Rozell:
Stable manifold embeddings with operators satisfying the Restricted Isometry Property. CISS 2011: 1-6 - [i6]Armin Eftekhari, Justin K. Romberg, Michael B. Wakin:
Matched Filtering from Limited Frequency Samples. CoRR abs/1101.2713 (2011) - [i5]Marco F. Duarte, Michael B. Wakin, Dror Baron, Shriram Sarvotham, Richard G. Baraniuk:
Bounds on the Reconstruction of Sparse Signal Ensembles from Distributed Measurements. CoRR abs/1102.2677 (2011) - [i4]Mark A. Davenport, Michael B. Wakin:
Compressive Sensing of Analog Signals Using Discrete Prolate Spheroidal Sequences. CoRR abs/1109.3649 (2011) - [i3]Alejandro J. Weinstein, Michael B. Wakin:
Recovering a Clipped Signal in Sparseland. CoRR abs/1110.5063 (2011) - [i2]Borhan Molazem Sanandaji, Tyrone L. Vincent, Michael B. Wakin:
Concentration of Measure Inequalities for Toeplitz Matrices with Applications. CoRR abs/1112.1968 (2011) - 2010
- [j7]Mark A. Davenport, Petros Boufounos
, Michael B. Wakin
, Richard G. Baraniuk:
Signal Processing With Compressive Measurements. IEEE J. Sel. Top. Signal Process. 4(2): 445-460 (2010) - [j6]Richard G. Baraniuk, Volkan Cevher
, Michael B. Wakin
:
Low-Dimensional Models for Dimensionality Reduction and Signal Recovery: A Geometric Perspective. Proc. IEEE 98(6): 959-971 (2010) - [j5]Mark A. Davenport, Michael B. Wakin
:
Analysis of orthogonal matching pursuit using the restricted isometry property. IEEE Trans. Inf. Theory 56(9): 4395-4401 (2010) - [c26]Borhan Molazem Sanandaji, Tyrone L. Vincent, Michael B. Wakin
:
Concentration of measure inequalities for compressive Toeplitz matrices with applications to detection and system identification. CDC 2010: 2922-2929 - [c25]Michael B. Wakin
, Borhan Molazem Sanandaji, Tyrone L. Vincent:
On the observability of linear systems from random, compressive measurements. CDC 2010: 4447-4454 - [c24]Christopher J. Rozell, Han Lun Yap, Jae Young Park, Michael B. Wakin:
Concentration of measure for block diagonal matrices with repeated blocks. CISS 2010: 1-6 - [c23]Michael B. Wakin
, Jae Young Park, Han Lun Yap, Christopher J. Rozell:
Concentration of measure for block diagonal measurement matrices. ICASSP 2010: 3614-3617
2000 – 2009
- 2009
- [j4]Richard G. Baraniuk, Michael B. Wakin
:
Random Projections of Smooth Manifolds. Found. Comput. Math. 9(1): 51-77 (2009) - [j3]Venkat Chandrasekaran, Michael B. Wakin
, Dror Baron
, Richard G. Baraniuk:
Representation and Compression of Multidimensional Piecewise Functions Using Surflets. IEEE Trans. Inf. Theory 55(1): 374-400 (2009) - [c22]Jae Young Park, Michael B. Wakin:
A multiscale framework for Compressive Sensing of video. PCS 2009: 1-4 - [c21]Michael B. Wakin:
A manifold lifting algorithm for multi-view compressive imaging. PCS 2009: 1-4 - [i1]Dror Baron, Marco F. Duarte, Michael B. Wakin, Shriram Sarvotham, Richard G. Baraniuk:
Distributed Compressive Sensing. CoRR abs/0901.3403 (2009) - 2008
- [j2]Emmanuel J. Candès, Michael B. Wakin
:
An Introduction To Compressive Sampling. IEEE Signal Process. Mag. 25(2): 21-30 (2008) - [c20]Marco F. Duarte
, Michael B. Wakin
, Richard G. Baraniuk:
Wavelet-domain compressive signal reconstruction using a Hidden Markov Tree model. ICASSP 2008: 5137-5140 - 2007
- [c19]Mark A. Davenport, Marco F. Duarte
, Michael B. Wakin
, Jason N. Laska, Dharmpal Takhar, Kevin F. Kelly, Richard G. Baraniuk:
The smashed filter for compressive classification and target recognition. Computational Imaging 2007: 64980H - [c18]Marco F. Duarte, Mark A. Davenport, Michael B. Wakin, Jason N. Laska, Dharmpal Takhar, Kevin F. Kelly, Richard G. Baraniuk:
Multiscale Random Projections for Compressive Classification. ICIP (6) 2007: 161-164 - [c17]Emmanuel J. Candès, Nathaniel Braun, Michael B. Wakin
:
Sparse Signal and Image Recovery from Compressive Samples. ISBI 2007: 976-979 - [c16]Chinmay Hegde, Michael B. Wakin, Richard G. Baraniuk:
Random Projections for Manifold Learning. NIPS 2007: 641-648 - 2006
- [j1]Michael B. Wakin
, Justin K. Romberg, Hyeokho Choi, Richard G. Baraniuk:
Wavelet-domain approximation and compression of piecewise smooth images. IEEE Trans. Image Process. 15(5): 1071-1087 (2006) - [c15]Dharmpal Takhar, Jason N. Laska, Michael B. Wakin
, Marco F. Duarte
, Dror Baron
, Shriram Sarvotham, Kevin F. Kelly, Richard G. Baraniuk:
A new compressive imaging camera architecture using optical-domain compression. Computational Imaging 2006: 606509 - [c14]Marco F. Duarte, Mark A. Davenport, Michael B. Wakin, Richard G. Baraniuk:
Sparse Signal Detection from Incoherent Projections. ICASSP (3) 2006: 305-308 - [c13]Joel A. Tropp, Michael B. Wakin, Marco F. Duarte, Dror Baron
, Richard G. Baraniuk:
Random Filters for Compressive Sampling and Reconstruction. ICASSP (3) 2006: 872-875 - [c12]Michael B. Wakin, Richard G. Baraniuk:
Random Projections of Signal Manifolds. ICASSP (5) 2006: 941-944 - [c11]Michael B. Wakin
, Jason N. Laska, Marco F. Duarte
, Dror Baron
, Shriram Sarvotham, Dharmpal Takhar, Kevin F. Kelly, Richard G. Baraniuk:
An Architecture for Compressive Imaging. ICIP 2006: 1273-1276 - [c10]Marco F. Duarte
, Michael B. Wakin, Dror Baron
, Richard G. Baraniuk:
Universal distributed sensing via random projections. IPSN 2006: 177-185 - 2005
- [c9]Michael B. Wakin, David L. Donoho, Hyeokho Choi, Richard G. Baraniuk:
High-resolution navigation on non-differentiable image manifolds. ICASSP (5) 2005: 1073-1076 - [c8]Michael B. Wakin, Marco F. Duarte, Shriram Sarvotham, Dror Baron, Richard G. Baraniuk:
Recovery of Jointly Sparse Signals from Few Random Projections. NIPS 2005: 1433-1440 - 2004
- [c7]Felix C. A. Fernandes, Michael B. Wakin, Richard G. Baraniuk:
Non-redundant, linear-phase, semi-orthogonal, directional complex wavelets [image/video processing applications]. ICASSP (2) 2004: 953-956 - [c6]Venkat Chandrasekaran, Michael B. Wakin, Dror Baron
, Richard G. Baraniuk:
Surflets: a sparse representation for multidimensional functions containing smooth discontinuities. ISIT 2004: 563 - 2003
- [c5]Justin K. Romberg, Michael B. Wakin, Richard G. Baraniuk:
Approximation and compression of piecewise smooth images using a wavelet/wedgelet geometric model. ICIP (1) 2003: 49-52 - [c4]Justin K. Romberg, Michael B. Wakin, Richard G. Baraniuk:
Multiscale geometric image processing. VCIP 2003: 1265-1272 - 2002
- [c3]Michael B. Wakin, Justin K. Romberg, Hyeokho Choi, Richard G. Baraniuk:
Image Compression using an Efficient Edge Cartoon + Texture Model. DCC 2002: 43- - [c2]Justin K. Romberg, Michael B. Wakin, Hyeokho Choi, Richard G. Baraniuk:
Rate-distortion optimized image compression using wedgelets. ICIP (3) 2002: 237-240 - [c1]Justin K. Romberg, Michael B. Wakin, Richard G. Baraniuk:
Multiscale wedgelet image analysis: fast decompositions and modeling. ICIP (3) 2002: 585-588
Coauthor Index
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