Projects per year
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Dive into the research topics where Amit Singer is active. These topic labels come from the works of this person. Together they form a unique fingerprint.
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Recent external collaboration on country level. Dive into details by clicking on the dots.
Projects
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Algebraic and geometric methods for clustering and classification
Air Force Office of Scientific Research
9/1/20 → 8/31/23
Project: Research project
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NSF-BSF: Modern Techniques for Signal Reconstruction from Moments
NSF - National Science Foundation
7/15/20 → 6/30/24
Project: Research project
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Reconstruction of heterogeneous and small macromolecules by cyro-EM
6/1/20 → 3/31/24
Project: Research project
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BIGDATA: F: Collaborative Research: Moment Methods for Big Data: Modern Theory, Algorithms, and Applications
NSF - National Science Foundation
10/1/18 → 9/30/21
Project: Research project
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Modern Tools for Classification and Clustering
Air Force Office of Scientific Research
8/1/17 → 7/31/21
Project: Research project
Research Output
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A representation theory perspective on simultaneous alignment and classification
Lederman, R. R. & Singer, A., Nov 2020, In: Applied and Computational Harmonic Analysis. 49, 3, p. 1001-1024 24 p.Research output: Contribution to journal › Article › peer-review
2 Scopus citations -
Cryo-EM reconstruction of continuous heterogeneity by Laplacian spectral volumes
Moscovich, A., Halevi, A., Andén, J. & Singer, A., Jan 1 2020, In: Inverse Problems. 36, 2, 024003.Research output: Contribution to journal › Article › peer-review
6 Scopus citations -
Earthmover-Based Manifold Learning for Analyzing Molecular Conformation Spaces
Zelesko, N., Moscovich, A., Kileel, J. & Singer, A., Apr 2020, ISBI 2020 - 2020 IEEE International Symposium on Biomedical Imaging. IEEE Computer Society, p. 1715-1719 5 p. 9098723. (Proceedings - International Symposium on Biomedical Imaging; vol. 2020-April).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
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Heterogeneous multireference alignment for images with application to 2D classification in single particle reconstruction
Ma, C., Bendory, T., Boumal, N., Sigworth, F. & Singer, A., Jan 1 2020, In: IEEE Transactions on Image Processing. 29, p. 1699-1710 12 p., 8864095.Research output: Contribution to journal › Article › peer-review
1 Scopus citations -
Hyper-molecules: On the representation and recovery of dynamical structures for applications in flexible macro-molecules in cryo-EM
Lederman, R. R., Andén, J. & Singer, A., Jan 1 2020, In: Inverse Problems. 36, 4, 044005.Research output: Contribution to journal › Article › peer-review