Thomas Strohmer

Publication Activity (10 Years)

Years Active: 1993-2024
Publications (10 Years): 35

Top Topics

Pareto Frontier

Conic Programming

Linear Least Squares

Top Venues

Found. Comput. Math.

IEEE Trans. Inf. Theory

SIAM J. Math. Data Sci.

Publications

March Boedihardjo, Thomas Strohmer, Roman Vershynin
Metric geometry of the privacy-utility tradeoff. CoRR (2024)
Girish Kumar, Thomas Strohmer, Roman Vershynin
An Algorithm for Streaming Differentially Private Data. CoRR (2024)
Shizhou Xu, Thomas Strohmer
On the (In)Compatibility between Group Fairness and Individual Fairness. CoRR (2024)
Yuan Ni, Thomas Strohmer
Auto-Calibration and Biconvex Compressive Sensing with Applications to Parallel MRI. CoRR (2024)
Justin M. Baker, Qingsong Wang, Martin Berzins, Thomas Strohmer, Bao Wang
Monotone Operator Theory-Inspired Message Passing for Learning Long-Range Interaction on Graphs. AISTATS (2024)
Xue Feng, M. Paul Laiu, Thomas Strohmer
Convergence Analysis of the Alternating Anderson-Picard Method for Nonlinear Fixed-point Problems. CoRR (2024)
March Boedihardjo, Thomas Strohmer, Roman Vershynin
Covariance's Loss is Privacy's Gain: Computationally Efficient, Private and Accurate Synthetic Data. Found. Comput. Math. 24 (1) (2024)
Yiyun He, Thomas Strohmer, Roman Vershynin, Yizhe Zhu
Differentially private low-dimensional representation of high-dimensional data. CoRR (2023)
March Boedihardjo, Thomas Strohmer, Roman Vershynin
Covariance loss, Szemeredi regularity, and differential privacy. CoRR (2023)
March Boedihardjo, Thomas Strohmer, Roman Vershynin
Privacy of Synthetic Data: A Statistical Framework. IEEE Trans. Inf. Theory 69 (1) (2023)
March Boedihardjo, Thomas Strohmer, Roman Vershynin
Private Sampling: A Noiseless Approach for Generating Differentially Private Synthetic Data. SIAM J. Math. Data Sci. 4 (3) (2022)
Shizhou Xu, Thomas Strohmer
Fair Data Representation for Machine Learning at the Pareto Frontier. CoRR (2022)
Matthew Thorpe, Tan Minh Nguyen, Hedi Xia, Thomas Strohmer, Andrea L. Bertozzi, Stanley J. Osher, Bao Wang
GRAND++: Graph Neural Diffusion with A Source Term. ICLR (2022)
March Boedihardjo, Thomas Strohmer, Roman Vershynin
Private measures, random walks, and synthetic data. CoRR (2022)
Junda Sheng, Thomas Strohmer
Semi-Supervised Clustering of Sparse Graphs: Crossing the Information-Theoretic Threshold. CoRR (2022)
March Boedihardjo, Shaofeng Deng, Thomas Strohmer
A Performance Guarantee for Spectral Clustering. SIAM J. Math. Data Sci. 3 (1) (2021)
March Boedihardjo, Thomas Strohmer, Roman Vershynin
Privacy of synthetic data: a statistical framework. CoRR (2021)
March Boedihardjo, Thomas Strohmer, Roman Vershynin
Private sampling: a noiseless approach for generating differentially private synthetic data. CoRR (2021)
Shaofeng Deng, Shuyang Ling, Thomas Strohmer
Strong Consistency, Graph Laplacians, and the Stochastic Block Model. J. Mach. Learn. Res. 22 (2021)
March Boedihardjo, Thomas Strohmer, Roman Vershynin
Covariance's Loss is Privacy's Gain: Computationally Efficient, Private and Accurate Synthetic Data. CoRR (2021)
Albert Fannjiang, Thomas Strohmer
The numerics of phase retrieval. Acta Numer. 29 (2020)
Xiaodong Li, Yang Li, Shuyang Ling, Thomas Strohmer, Ke Wei
When do birds of a feather flock together? k-Means, proximity, and conic programming. Math. Program. 179 (1) (2020)
Shuyang Ling, Thomas Strohmer
Certifying Global Optimality of Graph Cuts via Semidefinite Relaxation: A Performance Guarantee for Spectral Clustering. Found. Comput. Math. 20 (3) (2020)
Shaofeng Deng, Shuyang Ling, Thomas Strohmer
Strong Consistency, Graph Laplacians, and the Stochastic Block Model. CoRR (2020)
March Boedihardjo, Shaofeng Deng, Thomas Strohmer
A Performance Guarantee for Spectral Clustering. CoRR (2020)
Albert Fannjiang, Thomas Strohmer
The Numerics of Phase Retrieval. CoRR (2020)
Yang Li, Thomas Strohmer
What Happens on the Edge, Stays on the Edge: Toward Compressive Deep Learning. CoRR (2019)
Shuyang Ling, Thomas Strohmer
Certifying Global Optimality of Graph Cuts via Semidefinite Relaxation: A Performance Guarantee for Spectral Clustering. CoRR (2018)
Shuyang Ling, Thomas Strohmer
Self-Calibration and Bilinear Inverse Problems via Linear Least Squares. SIAM J. Imaging Sci. 11 (1) (2018)
Shuyang Ling, Thomas Strohmer
Regularized Gradient Descent: A Nonconvex Recipe for Fast Joint Blind Deconvolution and Demixing. CoRR (2017)
Thomas Strohmer, Ke Wei
Painless Breakups - Efficient Demixing of Low Rank Matrices. CoRR (2017)
Shuyang Ling, Thomas Strohmer
Blind Deconvolution Meets Blind Demixing: Algorithms and Performance Bounds. IEEE Trans. Inf. Theory 63 (7) (2017)
Shuyang Ling, Thomas Strohmer
Self-Calibration via Linear Least Squares. CoRR (2016)
Xiaodong Li, Shuyang Ling, Thomas Strohmer, Ke Wei
Rapid, Robust, and Reliable Blind Deconvolution via Nonconvex Optimization. CoRR (2016)
Shuyang Ling, Thomas Strohmer
Simultaneous blind deconvolution and blind demixing via convex programming. ACSSC (2016)
Ilya A. Krishtal, Thomas Strohmer, Tim Wertz
Localization of Matrix Factorizations. Found. Comput. Math. 15 (4) (2015)
Gerhard Wunder, Holger Boche, Thomas Strohmer, Peter Jung
Sparse Signal Processing Concepts for Efficient 5G System Design. IEEE Access 3 (2015)
Shuyang Ling, Thomas Strohmer
Self-Calibration and Biconvex Compressive Sensing. CoRR (2015)
Shuyang Ling, Thomas Strohmer
Blind Deconvolution Meets Blind Demixing: Algorithms and Performance Bounds. CoRR (2015)
Emmanuel J. Candès, Yonina C. Eldar, Thomas Strohmer, Vladislav Voroninski
Phase Retrieval via Matrix Completion. SIAM Rev. 57 (2) (2015)
Max Hügel, Holger Rauhut, Thomas Strohmer
Remote Sensing via ℓ 1-Minimization. Found. Comput. Math. 14 (1) (2014)
Benjamin Friedlander, Thomas Strohmer
Bilinear compressed sensing for array self-calibration. ACSSC (2014)
Gerhard Wunder, Holger Boche, Thomas Strohmer, Peter Jung
Sparse Signal Processing Concepts for Efficient 5G System Design. CoRR (2014)
Matthias Weiss, Joachim H. G. Ender, Holger Rauhut, Gilda Schirinzi, Thomas Strohmer, Peter Willett
Foreword to the special section on compressive sensing applied to radar. IEEE Trans. Aerosp. Electron. Syst. 50 (2) (2014)
Thomas Strohmer, Haichao Wang
Accurate detection of moving targets via random sensor arrays and Kerdock codes CoRR (2013)
Emmanuel J. Candès, Yonina C. Eldar, Thomas Strohmer, Vladislav Voroninski
Phase Retrieval via Matrix Completion. SIAM J. Imaging Sci. 6 (1) (2013)
Ahmad Rushdi, Jamal Tuqan, Thomas Strohmer
Map-invariant spectral analysis for the identification of DNA periodicities. EURASIP J. Bioinform. Syst. Biol. 2012 (2012)
Jovana Ilic, Thomas Strohmer
Sparsity Enhanced Decision Feedback Equalization. IEEE Trans. Signal Process. 60 (5) (2012)
Thomas Strohmer, Benjamin Friedlander
Analysis of Sparse MIMO Radar CoRR (2012)
Max Hügel, Holger Rauhut, Thomas Strohmer
minimization CoRR (2012)
Thomas Strohmer
Measure What Should be Measured: Progress and Challenges in Compressive Sensing CoRR (2012)
Jovana Ilic, Thomas Strohmer
Sparsity based adaptive thresholding for DFE in SC-FDMA. EUSIPCO (2011)
Jovana Ilic, Thomas Strohmer
Sparsity Enhanced Decision Feedback Equalization CoRR (2011)
Emmanuel J. Candès, Thomas Strohmer, Vladislav Voroninski
PhaseLift: Exact and Stable Signal Recovery from Magnitude Measurements via Convex Programming CoRR (2011)
Brendan Farrell, Thomas Strohmer
Eigenvalue Estimates and Mutual Information for the Linear Time-Varying Channel. IEEE Trans. Inf. Theory 57 (9) (2011)
Thomas Strohmer, Benjamin Friedlander
Some theoretical results for compressed MIMO radar. ACSCC (2011)
Emmanuel J. Candès, Yonina C. Eldar, Thomas Strohmer, Vladislav Voroninski
Phase Retrieval via Matrix Completion CoRR (2011)
Albert Fannjiang, Thomas Strohmer, Pengchong Yan
Compressed Remote Sensing of Sparse Objects. SIAM J. Imaging Sci. 3 (3) (2010)
Blake Hunter, Thomas Strohmer
Performance Analysis of Spectral Clustering on Compressed, Incomplete and Inaccurate Measurements CoRR (2010)
Jovana Ilic, Thomas Strohmer
Average power reduction for MSM optical signals via sparsity and uncertainty principle. IEEE Trans. Commun. 58 (5) (2010)
Matthew A. Herman, Thomas Strohmer
General Deviants: An Analysis of Perturbations in Compressed Sensing. IEEE J. Sel. Top. Signal Process. 4 (2) (2010)
Blake Hunter, Thomas Strohmer
Compressive Spectral Clustering - Error Analysis. AAAI Fall Symposium: Manifold Learning and Its Applications (2010)
Matthew A. Herman, Thomas Strohmer
High-resolution radar via compressed sensing. IEEE Trans. Signal Process. 57 (6) (2009)
Matthew A. Herman, Thomas Strohmer
General Deviants: An Analysis of Perturbations in Compressed Sensing CoRR (2009)
Matthew A. Herman, Thomas Strohmer
High-Resolution Radar via Compressed Sensing CoRR (2008)
Jiadong Xu, Thomas Strohmer
Pulse Construction in OFDM Systems Via Convex Optimization. IEEE Trans. Commun. 56 (8) (2008)
Raymond Guan, Thomas Strohmer
Krylov Subspace Algorithms and Circulant-Embedding Method for Efficient Wideband Single-Carrier Equalization. IEEE Trans. Signal Process. 56 (6) (2008)
Inderjit S. Dhillon, Robert W. Heath Jr., Thomas Strohmer, Joel A. Tropp
Constructing Packings in Grassmannian Manifolds via Alternating Projection. Exp. Math. 17 (1) (2008)
Brendan Farrell, Thomas Strohmer
Eigenvalue Estimates and Mutual Information for the Linear Time-Varying Channel. CoRR (2008)
Matthew A. Herman, Thomas Strohmer
Compressed sensing radar. ICASSP (2008)
Thomas Strohmer, Jiadong Xu
Fast Algorithms for Blind Calibration in Time-Interleaved Analog-to-Digital Converters. ICASSP (3) (2007)
Thomas Strohmer, Jared Tanner
Fast Reconstruction Algorithms for Periodic Nonuniform Sampling with Applications to Time-Interleaved ADCs. ICASSP (3) (2007)
Robert W. Heath Jr., Thomas Strohmer, Arogyaswami Paulraj
On quasi-orthogonal signatures for CDMA systems. IEEE Trans. Inf. Theory 52 (3) (2006)
Thomas Strohmer, Roman Vershynin
A Randomized Solver for Linear Systems with Exponential Convergence. APPROX-RANDOM (2006)
Radu V. Balan, Yonina C. Eldar, Thomas Strohmer
Frames and Overcomplete Representations in Signal Processing, Communications, and Information Theory. EURASIP J. Adv. Signal Process. 2006 (2006)
Thomas Strohmer, Jared Tanner
Fast Reconstruction Methods for Bandlimited Functions from Periodic Nonuniform Sampling. SIAM J. Numer. Anal. 44 (3) (2006)
Joel A. Tropp, Inderjit S. Dhillon, Robert W. Heath Jr., Thomas Strohmer
Designing structured tight frames via an alternating projection method. IEEE Trans. Inf. Theory 51 (1) (2005)
Ole W. Christensen, Thomas Strohmer
The finite section method and problems in frame theory. J. Approx. Theory 133 (2) (2005)
Gitta Kutyniok, Thomas Strohmer
Wilson Bases for General Time-Frequency Lattices. SIAM J. Math. Anal. 37 (3) (2005)
Thomas Strohmer, Majid Emami, Jan Hansen, George Papanicolaou, Arogyaswami Paulraj
Application of time-reversal with MMSE equalizer to UWB communications. GLOBECOM (2004)
Thomas Strohmer, Scott Beaver
Optimal OFDM design for time-frequency dispersive channels. IEEE Trans. Commun. 51 (7) (2003)
David J. Love, Robert W. Heath Jr., Thomas Strohmer
Grassmannian beamforming for multiple-input multiple-output wireless systems. ICC (2003)
David James Love, Robert W. Heath Jr., Thomas Strohmer
Grassmannian beamforming for multiple-input multiple-output wireless systems. IEEE Trans. Inf. Theory 49 (10) (2003)
Robert W. Heath Jr., Thomas Strohmer, Arogyaswami Paulraj
Grassmannian signatures for CDMA systems. GLOBECOM (2003)
Thomas Strohmer, Scott Beaver
Optimal OFDM system design through optimal sphere coverings. ICASSP (2001)
Thomas Strohmer
A Levinson-Galerkin Algorithm for Regularized Trigonometric Approximation. SIAM J. Sci. Comput. 22 (4) (2000)
Thomas Strohmer
On the estimation of the bandwidth of nonuniformly sampled signals. ICASSP (1999)
Thomas Strohmer
Computationally attractive reconstruction of bandlimited images from irregular samples. IEEE Trans. Image Process. 6 (4) (1997)
Thomas Strohmer, Thomas Binder, Michael Süssner
How to recover smooth object boundaries in noisy medical images. ICIP (1) (1996)
Hans Georg Feichtinger, Thomas Strohmer
Fast Iterative Reconstruction of Band-Limited Images from Non-Uniform Sampling Values. CAIP (1993)