Thomas Strohmer
ScholarGPS® ID: 92716901679523
Affiliation History
Discipline
Mathematics
Top Specialties
Signal Processing | Harmonic Analysis | Compressed Sensing | Radar | Information Theory | Acoustics | Algebra | Speech Processing | Mathematical Optimization | Numerical Analysis
Metrics Summary
Publication Count
100
Predicted Citations
12,324
Predicted h-index
42
Ranking
Publications and Citation History
Publications based on Top Specialties
Types of Publication
- Publications
- Books
- Patents
- NIH/NSF
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Private measures, random walks, and synthetic data (journal article) Probability Theory and Related Fields, volume 189, issue 1-2, pages 569-611 (2024). |
Covariance’s Loss is Privacy’s Gain: Computationally Efficient, Private and Accurate Synthetic Data (journal article) Foundations of Computational Mathematics, volume 24, issue 1, pages 179-226 (2024). |
Privacy of Synthetic Data: A Statistical Framework (journal article) IEEE Transactions on Information Theory, volume 69, issue 1, pages 520-527 (2023). |
Applied Harmonic Analysis and Data Science (journal article) Oberwolfach Reports, volume 18, issue 4, pages 3007-3066 (2022). |
Private Sampling: A Noiseless Approach for Generating Differentially Private Synthetic Data (journal article) SIAM Journal on Mathematics of Data Science, volume 4, issue 3, pages 1082-1115 (2022). |
Use of machine-learning algorithms to aid in the early detection of leptospirosis in dogs (journal article) Journal of Veterinary Diagnostic Investigation, volume 34, issue 4, pages 612-621 (2022). |
Almost Eigenvalues and Eigenvectors of Almost Mathieu Operators (book chapter) In Excursions in Harmonic Analysis, Volume 6 Springer International Publishing (2021) |
Certifying Global Optimality of Graph Cuts via Semidefinite Relaxation: A Performance Guarantee for Spectral Clustering (journal article) Foundations of Computational Mathematics, volume 20, issue 3, pages 367-421 (2020). |
The numerics of phase retrieval (journal article) Acta Numerica, volume 29 (2020). |
When do birds of a feather flock together? k-Means, proximity, and conic programming (journal article) Mathematical Programming, volume 179, issue 1-2, pages 295-341 (2020). |
Applied and Computational Harmonic Analysis, volume 47, issue 3, pages 893-934 (2019). |
Regularized gradient descent: a non-convex recipe for fast joint blind deconvolution and demixing (journal article) Information and Inference: A Journal of the IMA, volume 8, issue 1, pages 1-49 (2019). |
Painless Breakups—Efficient Demixing of Low Rank Matrices (journal article) Journal of Fourier Analysis and Applications, volume 25, issue 1, pages 1-31 (2019). |
Applied Harmonic Analysis and Data Processing (journal article) Oberwolfach Reports, volume 15, issue 1, pages 723-792 (2019). |
2017 International Conference on Sampling Theory and Applications (SampTA) (2017) Tallin, Estonia |
IEEE Transactions on Information Theory, volume 63, issue 7, pages 4497-4520 (2017). |
You Can Have It All – Fast Algorithms for Blind Deconvolution, Self-Calibration, and Demixing (conference) Mathematics in Imaging (2017) San Francisco, California |
2016 50th Asilomar Conference on Signals, Systems and Computers (2016) Pacific Grove, CA, USA |
Classification of Alzheimer's disease using unsupervised diffusion component analysis (journal article) Mathematical Biosciences and Engineering, volume 13, issue 6, pages 1119-1130 (2016). |
Applied Harmonic Analysis and Sparse Approximation (journal article) Oberwolfach Reports, volume 12, issue 3, pages 2189-2263 (2016). |