Thomas Strohmer

Orcid: 0000-0003-2029-3317

Affiliations:
  • University of California, Davis, USA


According to our database1, Thomas Strohmer authored at least 72 papers between 1993 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

Book 
In proceedings 
Article 
PhD thesis 
Dataset
Other 

Links

Online presence:

On csauthors.net:

Bibliography

2024
Covariance's Loss is Privacy's Gain: Computationally Efficient, Private and Accurate Synthetic Data.
Found. Comput. Math., February, 2024

An Algorithm for Streaming Differentially Private Data.
CoRR, 2024

Auto-Calibration and Biconvex Compressive Sensing with Applications to Parallel MRI.
CoRR, 2024

On the (In)Compatibility between Group Fairness and Individual Fairness.
CoRR, 2024

2023
Privacy of Synthetic Data: A Statistical Framework.
IEEE Trans. Inf. Theory, 2023

Differentially private low-dimensional representation of high-dimensional data.
CoRR, 2023

Covariance loss, Szemeredi regularity, and differential privacy.
CoRR, 2023

2022
Private Sampling: A Noiseless Approach for Generating Differentially Private Synthetic Data.
SIAM J. Math. Data Sci., September, 2022

Semi-Supervised Clustering of Sparse Graphs: Crossing the Information-Theoretic Threshold.
CoRR, 2022

Private measures, random walks, and synthetic data.
CoRR, 2022

Fair Data Representation for Machine Learning at the Pareto Frontier.
CoRR, 2022

GRAND++: Graph Neural Diffusion with A Source Term.
Proceedings of the Tenth International Conference on Learning Representations, 2022

2021
A Performance Guarantee for Spectral Clustering.
SIAM J. Math. Data Sci., 2021

Strong Consistency, Graph Laplacians, and the Stochastic Block Model.
J. Mach. Learn. Res., 2021

2020
When do birds of a feather flock together? k-Means, proximity, and conic programming.
Math. Program., 2020

Certifying Global Optimality of Graph Cuts via Semidefinite Relaxation: A Performance Guarantee for Spectral Clustering.
Found. Comput. Math., 2020

The numerics of phase retrieval.
Acta Numer., 2020

2019
What Happens on the Edge, Stays on the Edge: Toward Compressive Deep Learning.
CoRR, 2019

2018
Self-Calibration and Bilinear Inverse Problems via Linear Least Squares.
SIAM J. Imaging Sci., 2018

2017
Blind Deconvolution Meets Blind Demixing: Algorithms and Performance Bounds.
IEEE Trans. Inf. Theory, 2017

Painless Breakups - Efficient Demixing of Low Rank Matrices.
CoRR, 2017

Regularized Gradient Descent: A Nonconvex Recipe for Fast Joint Blind Deconvolution and Demixing.
CoRR, 2017

2016
Self-Calibration via Linear Least Squares.
CoRR, 2016

Rapid, Robust, and Reliable Blind Deconvolution via Nonconvex Optimization.
CoRR, 2016

Simultaneous blind deconvolution and blind demixing via convex programming.
Proceedings of the 50th Asilomar Conference on Signals, Systems and Computers, 2016

2015
Phase Retrieval via Matrix Completion.
SIAM Rev., 2015

Localization of Matrix Factorizations.
Found. Comput. Math., 2015

Self-Calibration and Biconvex Compressive Sensing.
CoRR, 2015

Sparse Signal Processing Concepts for Efficient 5G System Design.
IEEE Access, 2015

2014
Foreword to the special section on compressive sensing applied to radar.
IEEE Trans. Aerosp. Electron. Syst., 2014

Remote Sensing via ℓ 1-Minimization.
Found. Comput. Math., 2014

Bilinear compressed sensing for array self-calibration.
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
CoRR, 2013

2012
Sparsity Enhanced Decision Feedback Equalization.
IEEE Trans. Signal Process., 2012

Map-invariant spectral analysis for the identification of DNA periodicities.
EURASIP J. Bioinform. Syst. Biol., 2012

Measure What Should be Measured: Progress and Challenges in Compressive Sensing
CoRR, 2012

Remote sensing via ℓ<sub>1</sub> minimization
CoRR, 2012

Analysis of Sparse MIMO Radar
CoRR, 2012

2011
Eigenvalue Estimates and Mutual Information for the Linear Time-Varying Channel.
IEEE Trans. Inf. Theory, 2011

PhaseLift: Exact and Stable Signal Recovery from Magnitude Measurements via Convex Programming
CoRR, 2011

Sparsity based adaptive thresholding for DFE in SC-FDMA.
Proceedings of the 19th European Signal Processing Conference, 2011

Some theoretical results for compressed MIMO radar.
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.
IEEE Trans. Commun., 2010

Compressed Remote Sensing of Sparse Objects.
SIAM J. Imaging Sci., 2010

General Deviants: An Analysis of Perturbations in Compressed Sensing.
IEEE J. Sel. Top. Signal Process., 2010

Performance Analysis of Spectral Clustering on Compressed, Incomplete and Inaccurate Measurements
CoRR, 2010

Compressive Spectral Clustering - Error Analysis.
Proceedings of the Manifold Learning and Its Applications, 2010

2009
High-resolution radar via compressed sensing.
IEEE Trans. Signal Process., 2009

2008
Krylov Subspace Algorithms and Circulant-Embedding Method for Efficient Wideband Single-Carrier Equalization.
IEEE Trans. Signal Process., 2008

Pulse Construction in OFDM Systems Via Convex Optimization.
IEEE Trans. Commun., 2008

Constructing Packings in Grassmannian Manifolds via Alternating Projection.
Exp. Math., 2008

Compressed sensing radar.
Proceedings of the IEEE International Conference on Acoustics, 2008

2007
Fast Algorithms for Blind Calibration in Time-Interleaved Analog-to-Digital Converters.
Proceedings of the IEEE International Conference on Acoustics, 2007

Fast Reconstruction Algorithms for Periodic Nonuniform Sampling with Applications to Time-Interleaved ADCs.
Proceedings of the IEEE International Conference on Acoustics, 2007

2006
On quasi-orthogonal signatures for CDMA systems.
IEEE Trans. Inf. Theory, 2006

Fast Reconstruction Methods for Bandlimited Functions from Periodic Nonuniform Sampling.
SIAM J. Numer. Anal., 2006

Frames and Overcomplete Representations in Signal Processing, Communications, and Information Theory.
EURASIP J. Adv. Signal Process., 2006

A Randomized Solver for Linear Systems with Exponential Convergence.
Proceedings of the Approximation, 2006

2005
Designing structured tight frames via an alternating projection method.
IEEE Trans. Inf. Theory, 2005

Wilson Bases for General Time-Frequency Lattices.
SIAM J. Math. Anal., 2005

The finite section method and problems in frame theory.
J. Approx. Theory, 2005

2004
Application of time-reversal with MMSE equalizer to UWB communications.
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.
IEEE Trans. Inf. Theory, 2003

Optimal OFDM design for time-frequency dispersive channels.
IEEE Trans. Commun., 2003

Grassmannian signatures for CDMA systems.
Proceedings of the Global Telecommunications Conference, 2003

2001
Optimal OFDM system design through optimal sphere coverings.
Proceedings of the IEEE International Conference on Acoustics, 2001

Numerical Harmonic Analysis and Image Processing.
Proceedings of the Digital Image Analysis - Selected Techniques and Applications, 2001

2000
A Levinson-Galerkin Algorithm for Regularized Trigonometric Approximation.
SIAM J. Sci. Comput., 2000

1999
On the estimation of the bandwidth of nonuniformly sampled signals.
Proceedings of the 1999 IEEE International Conference on Acoustics, 1999

1997
Computationally attractive reconstruction of bandlimited images from irregular samples.
IEEE Trans. Image Process., 1997

1996
How to recover smooth object boundaries in noisy medical images.
Proceedings of the Proceedings 1996 International Conference on Image Processing, 1996

1993
Fast Iterative Reconstruction of Band-Limited Images from Non-Uniform Sampling Values.
Proceedings of the Computer Analysis of Images and Patterns, 5th International Conference, 1993


  Loading...