Thomas Strohmer

Found. Comput. Math., February, 2024

WHOMP: Optimizing Randomized Controlled Trials via Wasserstein Homogeneity.

[BibT_eX]

[DOI]

Shizhou Xu

CoRR, 2024

Differentially Private Synthetic High-dimensional Tabular Stream.

[BibT_eX]

[DOI]

Girish Kumar

CoRR, 2024

Convergence Analysis of the Alternating Anderson-Picard Method for Nonlinear Fixed-point Problems.

[BibT_eX]

[DOI]

Xue Feng

M. Paul Laiu

CoRR, 2024

Metric geometry of the privacy-utility tradeoff.

[BibT_eX]

[DOI]

CoRR, 2024

An Algorithm for Streaming Differentially Private Data.

[BibT_eX]

[DOI]

Girish Kumar

CoRR, 2024

Auto-Calibration and Biconvex Compressive Sensing with Applications to Parallel MRI.

[BibT_eX]

[DOI]

Yuan Ni

CoRR, 2024

On the (In)Compatibility between Group Fairness and Individual Fairness.

[BibT_eX]

[DOI]

Shizhou Xu

CoRR, 2024

Monotone Operator Theory-Inspired Message Passing for Learning Long-Range Interaction on Graphs.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Artificial Intelligence and Statistics, 2024

2023

Privacy of Synthetic Data: A Statistical Framework.

[BibT_eX]

[DOI]

IEEE Trans. Inf. Theory, 2023

Fair Data Representation for Machine Learning at the Pareto Frontier.

[BibT_eX]

[DOI]

Shizhou Xu

J. Mach. Learn. Res., 2023

Differentially private low-dimensional representation of high-dimensional data.

[BibT_eX]

[DOI]

CoRR, 2023

Covariance loss, Szemeredi regularity, and differential privacy.

[BibT_eX]

[DOI]

CoRR, 2023

2022

Private Sampling: A Noiseless Approach for Generating Differentially Private Synthetic Data.

[BibT_eX]

[DOI]

SIAM J. Math. Data Sci., September, 2022

Semi-Supervised Clustering of Sparse Graphs: Crossing the Information-Theoretic Threshold.

[BibT_eX]

[DOI]

Junda Sheng

CoRR, 2022

Private measures, random walks, and synthetic data.

[BibT_eX]

[DOI]

CoRR, 2022

GRAND++: Graph Neural Diffusion with A Source Term.

[BibT_eX]

[DOI]

Proceedings of the Tenth International Conference on Learning Representations, 2022

2021

A Performance Guarantee for Spectral Clustering.

[BibT_eX]

[DOI]

Shaofeng Deng

SIAM J. Math. Data Sci., 2021

Strong Consistency, Graph Laplacians, and the Stochastic Block Model.

[BibT_eX]

[DOI]

Shaofeng Deng

J. Mach. Learn. Res., 2021

2020

When do birds of a feather flock together? k-Means, proximity, and conic programming.

[BibT_eX]

[DOI]

Math. Program., 2020

Certifying Global Optimality of Graph Cuts via Semidefinite Relaxation: A Performance Guarantee for Spectral Clustering.

[BibT_eX]

[DOI]

Found. Comput. Math., 2020

The numerics of phase retrieval.

[BibT_eX]

[DOI]

Albert Fannjiang

Acta Numer., 2020

2019

What Happens on the Edge, Stays on the Edge: Toward Compressive Deep Learning.

[BibT_eX]

[DOI]

Yang Li

CoRR, 2019

2018

Self-Calibration and Bilinear Inverse Problems via Linear Least Squares.

[BibT_eX]

[DOI]

SIAM J. Imaging Sci., 2018

2017

Blind Deconvolution Meets Blind Demixing: Algorithms and Performance Bounds.

[BibT_eX]

[DOI]

IEEE Trans. Inf. Theory, 2017

Painless Breakups - Efficient Demixing of Low Rank Matrices.

[BibT_eX]

[DOI]

Ke Wei

CoRR, 2017

Regularized Gradient Descent: A Nonconvex Recipe for Fast Joint Blind Deconvolution and Demixing.

[BibT_eX]

[DOI]

CoRR, 2017

2016

Self-Calibration via Linear Least Squares.

[BibT_eX]

[DOI]

CoRR, 2016

Rapid, Robust, and Reliable Blind Deconvolution via Nonconvex Optimization.

[BibT_eX]

[DOI]

CoRR, 2016

Simultaneous blind deconvolution and blind demixing via convex programming.

[BibT_eX]

[DOI]

Proceedings of the 50th Asilomar Conference on Signals, Systems and Computers, 2016

2015

Phase Retrieval via Matrix Completion.

[BibT_eX]

[DOI]

SIAM Rev., 2015

Localization of Matrix Factorizations.

[BibT_eX]

[DOI]

Ilya A. Krishtal

Tim Wertz

Found. Comput. Math., 2015

Self-Calibration and Biconvex Compressive Sensing.

[BibT_eX]

[DOI]

CoRR, 2015

Sparse Signal Processing Concepts for Efficient 5G System Design.

[BibT_eX]

[DOI]

IEEE Access, 2015

2014

Foreword to the special section on compressive sensing applied to radar.

[BibT_eX]

[DOI]

IEEE Trans. Aerosp. Electron. Syst., 2014

Remote Sensing via ℓ 1-Minimization.

[BibT_eX]

[DOI]

Max Hügel

Holger Rauhut

Found. Comput. Math., 2014

Bilinear compressed sensing for array self-calibration.

[BibT_eX]

[DOI]

Benjamin Friedlander

Proceedings of the 48th Asilomar Conference on Signals, Systems and Computers, 2014

2013

Accurate detection of moving targets via random sensor arrays and Kerdock codes

[BibT_eX]

[DOI]

Haichao Wang

CoRR, 2013

2012

Sparsity Enhanced Decision Feedback Equalization.

[BibT_eX]

[DOI]

Jovana Ilic

IEEE Trans. Signal Process., 2012

Map-invariant spectral analysis for the identification of DNA periodicities.

[BibT_eX]

[DOI]

Ahmad A. Rushdi

Jamal Tuqan

EURASIP J. Bioinform. Syst. Biol., 2012

Measure What Should be Measured: Progress and Challenges in Compressive Sensing

[BibT_eX]

[DOI]

CoRR, 2012

Remote sensing via ℓ<sub>1</sub> minimization

[BibT_eX]

[DOI]

Max Hügel

Holger Rauhut

CoRR, 2012

Analysis of Sparse MIMO Radar

[BibT_eX]

[DOI]

Benjamin Friedlander

CoRR, 2012

2011

Eigenvalue Estimates and Mutual Information for the Linear Time-Varying Channel.

[BibT_eX]

[DOI]

Brendan Farrell

IEEE Trans. Inf. Theory, 2011

PhaseLift: Exact and Stable Signal Recovery from Magnitude Measurements via Convex Programming

[BibT_eX]

[DOI]

Emmanuel J. Candès

Vladislav Voroninski

CoRR, 2011

Sparsity based adaptive thresholding for DFE in SC-FDMA.

[BibT_eX]

[DOI]

Jovana Ilic

Proceedings of the 19th European Signal Processing Conference, 2011

Some theoretical results for compressed MIMO radar.

[BibT_eX]

[DOI]

Benjamin Friedlander

Proceedings of the Conference Record of the Forty Fifth Asilomar Conference on Signals, 2011

2010

Average power reduction for MSM optical signals via sparsity and uncertainty principle.

[BibT_eX]

[DOI]

Jovana Ilic

IEEE Trans. Commun., 2010

Compressed Remote Sensing of Sparse Objects.

[BibT_eX]

[DOI]

Albert Fannjiang

Pengchong Yan

SIAM J. Imaging Sci., 2010

General Deviants: An Analysis of Perturbations in Compressed Sensing.

[BibT_eX]

[DOI]

Matthew A. Herman

IEEE J. Sel. Top. Signal Process., 2010

Performance Analysis of Spectral Clustering on Compressed, Incomplete and Inaccurate Measurements

[BibT_eX]

[DOI]

Blake Hunter

CoRR, 2010

Compressive Spectral Clustering - Error Analysis.

[BibT_eX]

[DOI]

Blake Hunter

Proceedings of the Manifold Learning and Its Applications, 2010

2009

High-resolution radar via compressed sensing.

[BibT_eX]

[DOI]

Matthew A. Herman

IEEE Trans. Signal Process., 2009

2008

Krylov Subspace Algorithms and Circulant-Embedding Method for Efficient Wideband Single-Carrier Equalization.

[BibT_eX]

[DOI]

Raymond Guan

IEEE Trans. Signal Process., 2008

Pulse Construction in OFDM Systems Via Convex Optimization.

[BibT_eX]

[DOI]

Jiadong Xu

IEEE Trans. Commun., 2008

Constructing Packings in Grassmannian Manifolds via Alternating Projection.

[BibT_eX]

[DOI]

Exp. Math., 2008

Compressed sensing radar.

[BibT_eX]

[DOI]

Matthew A. Herman

Proceedings of the IEEE International Conference on Acoustics, 2008

2007

Fast Algorithms for Blind Calibration in Time-Interleaved Analog-to-Digital Converters.

[BibT_eX]

[DOI]

Jiadong Xu

Proceedings of the IEEE International Conference on Acoustics, 2007

Fast Reconstruction Algorithms for Periodic Nonuniform Sampling with Applications to Time-Interleaved ADCs.

[BibT_eX]

[DOI]

Jared Tanner

Proceedings of the IEEE International Conference on Acoustics, 2007

2006

On quasi-orthogonal signatures for CDMA systems.

[BibT_eX]

[DOI]

Robert W. Heath Jr.

Arogyaswami Paulraj

IEEE Trans. Inf. Theory, 2006

Fast Reconstruction Methods for Bandlimited Functions from Periodic Nonuniform Sampling.

[BibT_eX]

[DOI]

Jared Tanner

SIAM J. Numer. Anal., 2006

Frames and Overcomplete Representations in Signal Processing, Communications, and Information Theory.

[BibT_eX]

[DOI]

Radu V. Balan

Yonina C. Eldar

EURASIP J. Adv. Signal Process., 2006

A Randomized Solver for Linear Systems with Exponential Convergence.

[BibT_eX]

[DOI]

Proceedings of the Approximation, 2006

2005

Designing structured tight frames via an alternating projection method.

[BibT_eX]

[DOI]

IEEE Trans. Inf. Theory, 2005

Wilson Bases for General Time-Frequency Lattices.

[BibT_eX]

[DOI]

Gitta Kutyniok

SIAM J. Math. Anal., 2005

The finite section method and problems in frame theory.

[BibT_eX]

[DOI]

Ole W. Christensen

J. Approx. Theory, 2005

2004

Application of time-reversal with MMSE equalizer to UWB communications.

[BibT_eX]

[DOI]

Proceedings of the Global Telecommunications Conference, 2004. GLOBECOM '04, Dallas, Texas, USA, 29 November, 2004

2003

Grassmannian beamforming for multiple-input multiple-output wireless systems.

[BibT_eX]

[DOI]

David James Love

Robert W. Heath Jr.

IEEE Trans. Inf. Theory, 2003

Optimal OFDM design for time-frequency dispersive channels.

[BibT_eX]

[DOI]

Scott Beaver

IEEE Trans. Commun., 2003

Grassmannian signatures for CDMA systems.

[BibT_eX]

[DOI]

Robert W. Heath Jr.

Arogyaswami Paulraj

Proceedings of the Global Telecommunications Conference, 2003

2001

Optimal OFDM system design through optimal sphere coverings.

[BibT_eX]

[DOI]

Scott Beaver

Proceedings of the IEEE International Conference on Acoustics, 2001

Numerical Harmonic Analysis and Image Processing.

[BibT_eX]

[DOI]

Hans G. Feichtinger

Proceedings of the Digital Image Analysis - Selected Techniques and Applications, 2001

2000

A Levinson-Galerkin Algorithm for Regularized Trigonometric Approximation.

[BibT_eX]

[DOI]

SIAM J. Sci. Comput., 2000

1999

On the estimation of the bandwidth of nonuniformly sampled signals.

[BibT_eX]

[DOI]

Proceedings of the 1999 IEEE International Conference on Acoustics, 1999

1997

Computationally attractive reconstruction of bandlimited images from irregular samples.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 1997

1996

How to recover smooth object boundaries in noisy medical images.

[BibT_eX]

[DOI]

Thomas Binder

Michael Süssner

Proceedings of the Proceedings 1996 International Conference on Image Processing, 1996

1993

Fast Iterative Reconstruction of Band-Limited Images from Non-Uniform Sampling Values.

[BibT_eX]

[DOI]

Hans Georg Feichtinger