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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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Collaborations and top research areas from the last five years
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NSF-BSF: Theory, algorithms, and applications of estimation over groups
Singer, A. (PI)
NSF - National Science Foundation
7/15/25 → 6/30/28
Project: Research project
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Modern theory and applications of manifold learning
Singer, A. (PI)
Air Force Office of Scientific Research
5/15/23 → 5/14/26
Project: Research project
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Algebraic and geometric methods for clustering and classification
Singer, A. (PI)
Air Force Office of Scientific Research
9/1/20 → 8/31/24
Project: Research project
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NSF-BSF: Modern Techniques for Signal Reconstruction from Moments
Singer, A. (PI)
NSF - National Science Foundation
7/15/20 → 6/30/25
Project: Research project
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Reconstruction of heterogeneous and small macromolecules by cyro-EM
Singer, A. (PI)
6/1/20 → 3/31/25
Project: Research project
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Cryo-EM heterogeneity analysis using regularized covariance estimation and kernel regression
Gilles, M. A. & Singer, A., Mar 4 2025, In: Proceedings of the National Academy of Sciences of the United States of America. 122, 9, e2419140122.Research output: Contribution to journal › Article › peer-review
Open Access7 Scopus citations -
FAST EXPANSION INTO HARMONICS ON THE BALL
Kileel, J., Marshall, N. F., Mickelin, O. & Singer, A., 2025, In: SIAM Journal on Scientific Computing. 47, 2, p. A1117-A1144Research output: Contribution to journal › Article › peer-review
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Image-processing methods for electron microscopy of biological specimens
Sorzano, C. O. S., Bartesaghi, A. & Singer, A., Jun 1 2025, In: Acta Crystallographica Section D: Structural Biology. 81, Pt 6, p. 276-277 2 p.Research output: Contribution to journal › Editorial › peer-review
Open Access -
Self Fourier shell correlation: properties and application to cryo-ET
Verbeke, E. J., Gilles, M. A., Bendory, T. & Singer, A., Dec 2024, In: Communications Biology. 7, 1, 101.Research output: Contribution to journal › Article › peer-review
Open Access2 Scopus citations -
Autocorrelation analysis for cryo-EM with sparsity constraints: Improved sample complexity and projection-based algorithms
Bendory, T., Khoo, Y., Kileel, J., Mickelin, O. & Singer, A., 2023, In: Proceedings of the National Academy of Sciences of the United States of America. 120, 118, e2216507120.Research output: Contribution to journal › Article › peer-review
Open Access7 Scopus citations