Amit Singer - Publications

Affiliations: 
Mathematics Princeton University, Princeton, NJ 

74 high-probability publications. We are testing a new system for linking publications to authors. You can help! If you notice any inaccuracies, please sign in and mark papers as correct or incorrect matches. If you identify any major omissions or other inaccuracies in the publication list, please let us know.

Year Citation  Score
2021 Bravo-Ferreira JFS, Cowburn D, Khoo Y, Singer A. NMR Assignment through Linear Programming. Journal of Global Optimization : An International Journal Dealing With Theoretical and Computational Aspects of Seeking Global Optima and Their Applications in Science, Management and Engineering. 83: 3-28. PMID 35528138 DOI: 10.1007/s10898-021-01004-3  0.501
2020 Bandeira AS, Zürich E, Chen Y, Lederman RR, Singer A. NON-UNIQUE GAMES OVER COMPACT GROUPS AND ORIENTATION ESTIMATION IN CRYO-EM. Inverse Problems. 36. PMID 38274355 DOI: 10.1088/1361-6420/ab7d2c  0.368
2020 Bendory T, Bartesaghi A, Singer A. Single-particle cryo-electron microscopy: Mathematical theory, computational challenges, and opportunities. Ieee Signal Processing Magazine. 37: 58-76. PMID 32395065 DOI: 10.1109/Msp.2019.2957822  0.358
2020 Moscovich A, Halevi A, Andén J, Singer A. Cryo-EM reconstruction of continuous heterogeneity by Laplacian spectral volumes. Inverse Problems. 36. PMID 32394996 DOI: 10.1088/1361-6420/Ab4F55  0.367
2020 Zhao Z, Liu LT, Singer A. Steerable ePCA: Rotationally Invariant Exponential Family PCA. Ieee Transactions On Image Processing : a Publication of the Ieee Signal Processing Society. PMID 32340944 DOI: 10.1109/Tip.2020.2988139  0.404
2020 Heimowitz A, Andén J, Singer A. Reducing bias and variance for CTF estimation in single particle cryo-EM. Ultramicroscopy. 212: 112950. PMID 32151795 DOI: 10.1016/J.Ultramic.2020.112950  0.364
2020 Lan T, Bendory T, Boumal N, Singer A. Multi-Target Detection With an Arbitrary Spacing Distribution Ieee Transactions On Signal Processing. 68: 1589-1601. DOI: 10.1109/Tsp.2020.2975943  0.312
2020 Bandeira AS, Chen Y, Lederman RR, Singer A. Non-unique games over compact groups and orientation estimation in cryo-EM Inverse Problems. 36: 064002. DOI: 10.1088/1361-6420/Ab7D2C  0.338
2020 Sharon N, Kileel J, Khoo Y, Landa B, Singer A. Method of moments for 3D single particle ab initio modeling with non-uniform distribution of viewing angles Inverse Problems. 36: 044003. DOI: 10.1088/1361-6420/Ab6139  0.395
2020 Lederman RR, Andén J, Singer A. Hyper-molecules: on the representation and recovery of dynamical structures for applications in flexible macro-molecules in cryo-EM Inverse Problems. 36: 044005. DOI: 10.1088/1361-6420/Ab5Ede  0.378
2020 Lederman RR, Singer A. A representation theory perspective on simultaneous alignment and classification Applied and Computational Harmonic Analysis. 49: 1001-1024. DOI: 10.1016/J.Acha.2019.05.005  0.451
2019 Ma C, Bendory T, Boumal N, Sigworth F, Singer A. Heterogeneous multireference alignment for images with application to 2-D classification in single particle reconstruction. Ieee Transactions On Image Processing : a Publication of the Ieee Signal Processing Society. PMID 31613760 DOI: 10.1109/Tip.2019.2945686  0.417
2019 Singer A, Zhao Z, Shkolnisky Y, Hadani R. Viewing Angle Classification of Cryo-Electron Microscopy Images Using Eigenvectors. Siam Journal On Imaging Sciences. 4: 723-759. PMID 22506089 DOI: 10.1137/090778390  0.41
2019 Abbe E, Bendory T, Leeb W, Pereira JM, Sharon N, Singer A. Multireference Alignment Is Easier With an Aperiodic Translation Distribution Ieee Transactions On Information Theory. 65: 3565-3584. DOI: 10.1109/Tit.2018.2889674  0.346
2019 Bendory T, Boumal N, Leeb W, Levin E, Singer A. Multi-target detection with application to cryo-electron microscopy Inverse Problems. 35: 104003. DOI: 10.1088/1361-6420/Ab2Aec  0.355
2018 Andén J, Singer A. Structural Variability from Noisy Tomographic Projections. Siam Journal On Imaging Sciences. 11: 1441-1492. PMID 30555617 DOI: 10.1137/17M1153509  0.461
2018 Bendory T, Boumal N, Ma C, Zhao Z, Singer A. Bispectrum Inversion with Application to Multireference Alignment. Ieee Transactions On Signal Processing : a Publication of the Ieee Signal Processing Society. 66: 1037-1050. PMID 29805244 DOI: 10.1109/Tsp.2017.2775591  0.377
2018 Özyeşil O, Sharon N, Singer A. Synchronization over Cartan Motion Groups via Contraction Siam Journal On Applied Algebra and Geometry. 2: 207-241. DOI: 10.1137/16M1106055  0.709
2018 Ferreira JFSB, Khoo Y, Singer A. Semidefinite programming approach for the quadratic assignment problem with a sparse graph Computational Optimization and Applications. 69: 677-712. DOI: 10.1007/S10589-017-9968-8  0.398
2017 Zhang T, Singer A. Disentangling orthogonal matrices. Linear Algebra and Its Applications. 524: 159-181. PMID 29332952 DOI: 10.1016/J.Laa.2017.03.002  0.407
2017 Villoutreix P, Andén J, Lim B, Lu H, Kevrekidis IG, Singer A, Shvartsman SY. Synthesizing developmental trajectories. Plos Computational Biology. 13: e1005742. PMID 28922353 DOI: 10.1371/Journal.Pcbi.1005742  0.304
2017 Khoo Y, Singer A, Cowburn D. Integrating NOE and RDC using sum-of-squares relaxation for protein structure determination. Journal of Biomolecular Nmr. PMID 28616711 DOI: 10.1007/S10858-017-0108-7  0.612
2017 Özyeşil O, Voroninski V, Basri R, Singer A. A survey of structure from motion. Acta Numerica. 26: 305-364. DOI: 10.1017/S096249291700006X  0.72
2016 Bandeira AS, Kennedy C, Singer A. Approximating the Little Grothendieck Problem over the Orthogonal and Unitary Groups. Mathematical Programming. 160: 433-475. PMID 27867224 DOI: 10.1007/S10107-016-0993-7  0.438
2016 Zhao Z, Shkolnisky Y, Singer A. Fast Steerable Principal Component Analysis. Ieee Transactions On Computational Imaging. 2: 1-12. PMID 27570801 DOI: 10.1109/Tci.2016.2514700  0.36
2016 Bhamre T, Zhang T, Singer A. Denoising and covariance estimation of single particle cryo-EM images. Journal of Structural Biology. PMID 27129418 DOI: 10.1016/J.Jsb.2016.04.013  0.381
2016 Bandeira AS, Boumal N, Singer A. Tightness of the maximum likelihood semidefinite relaxation for angular synchronization Mathematical Programming. 163: 145-167. DOI: 10.1007/S10107-016-1059-6  0.387
2015 Andén J, Katsevich E, Singer A. COVARIANCE ESTIMATION USING CONJUGATE GRADIENT FOR 3D CLASSIFICATION IN CRYO-EM. Proceedings / Ieee International Symposium On Biomedical Imaging: From Nano to Macro. Ieee International Symposium On Biomedical Imaging. 2015: 200-204. PMID 26682015 DOI: 10.1109/ISBI.2015.7163849  0.325
2015 Dsilva CJ, Lim B, Lu H, Singer A, Kevrekidis IG, Shvartsman SY. Temporal ordering and registration of images in studies of developmental dynamics. Development (Cambridge, England). 142: 1717-24. PMID 25834019 DOI: 10.1242/Dev.119396  0.324
2015 Özyeşil O, Singer A, Basri R. Stable camera motion estimation using convex programming Siam Journal On Imaging Sciences. 8: 1220-1262. DOI: 10.1137/140977576  0.73
2015 Chaudhury KN, Khoo Y, Singer A. Global registration of multiple point clouds using semidefinite programming Siam Journal On Optimization. 25: 468-501. DOI: 10.1137/130935458  0.426
2015 Katsevich E, Katsevich A, Singer A. Covariance matrix estimation for the cryo-em heterogeneity problem Siam Journal On Imaging Sciences. 8: 126-185. DOI: 10.1137/130935434  0.464
2015 Özyeşil O, Singer A. Robust camera location estimation by convex programming Proceedings of the Ieee Computer Society Conference On Computer Vision and Pattern Recognition. 7: 2674-2683. DOI: 10.1109/CVPR.2015.7298883  0.383
2014 Zhao Z, Singer A. Rotationally invariant image representation for viewing direction classification in cryo-EM. Journal of Structural Biology. 186: 153-66. PMID 24631969 DOI: 10.1016/J.Jsb.2014.03.003  0.384
2014 Bandeira AS, Charikar M, Singer A, Zhu A. Multireference alignment using semidefinite programming Itcs 2014 - Proceedings of the 2014 Conference On Innovations in Theoretical Computer Science. 459-470. DOI: 10.1145/2554797.2554839  0.363
2014 Abbe E, Bandeira AS, Bracher A, Singer A. Decoding binary node labels from censored edge measurements: Phase transition and efficient recovery Ieee Transactions On Network Science and Engineering. 1: 10-22. DOI: 10.1109/Tnse.2014.2368716  0.351
2014 Bandeira AS, Khoo Y, Singer A. Open problem: Tightness of maximum likelihood semidefinite relaxations Journal of Machine Learning Research. 35: 1265-1267.  0.318
2013 Wang L, Singer A, Wen Z. Orientation Determination of Cryo-EM Images Using Least Unsquared Deviations. Siam Journal On Imaging Sciences. 6: 2450-2483. PMID 24683433 DOI: 10.1137/130916436  0.639
2013 Singer A, Wu HT. Two-Dimensional Tomography from Noisy Projections Taken at Unknown Random Directions. Siam Journal On Imaging Sciences. 6: 136-175. PMID 24563691 DOI: 10.1137/090764657  0.37
2013 Zhao Z, Singer A. Fourier-Bessel rotational invariant eigenimages. Journal of the Optical Society of America. a, Optics, Image Science, and Vision. 30: 871-7. PMID 23695317 DOI: 10.1364/Josaa.30.000871  0.381
2013 Bandeira AS, Singer A, Spielman DA. A cheeger inequality for the graph connection laplacian Siam Journal On Matrix Analysis and Applications. 34: 1611-1630. DOI: 10.1137/120875338  0.389
2013 Boumal N, Singer A, Absil PA, Blondel VD. Cramer-Rao bounds for synchronization of rotations Information and Inference. 3: 1-39. DOI: 10.1093/Imaiai/Iat006  0.398
2013 Wang L, Singer A. Exact and stable recovery of rotations for robust synchronization Information and Inference: a Journal of the Ima. 2: 145-193. DOI: 10.1093/Imaiai/Iat005  0.614
2013 Sonday B, Singer A, Kevrekidis IG. Noisy dynamic simulations in the presence of symmetry: Data alignment and model reduction Computers and Mathematics With Applications. 65: 1535-1557. DOI: 10.1016/J.Camwa.2013.01.024  0.301
2012 Chaudhury KN, Singer A. Non-Local Euclidean Medians. Ieee Signal Processing Letters. 19: 745-748. PMID 24817813 DOI: 10.1109/Lsp.2012.2217329  0.34
2012 Cucuringu M, Singer A, Cowburn D. Eigenvector synchronization, graph rigidity and the molecule problem. Information and Inference : a Journal of the Ima. 1: 21. PMID 24432187 DOI: 10.1093/Imaiai/Ias002  0.774
2012 Singer A, Wu HT. Vector Diffusion Maps and the Connection Laplacian. Communications On Pure and Applied Mathematics. 65. PMID 24415793 DOI: 10.1002/Cpa.21395  0.33
2012 Shkolnisky Y, Singer A. Viewing Direction Estimation in Cryo-EM Using Synchronization. Siam Journal On Imaging Sciences. 5. PMID 24363820 DOI: 10.1137/120863642  0.404
2012 Cucuringu M, Lipman Y, Singer A. Sensor Network Localization by Eigenvector Synchronization Over the Euclidean Group. Acm Transactions On Sensor Networks. 8. PMID 23946700 DOI: 10.1145/2240092.2240093  0.753
2012 Adoro S, McCaughtry T, Erman B, Alag A, Van Laethem F, Park JH, Tai X, Kimura M, Wang L, Grinberg A, Kubo M, Bosselut R, Love P, Singer A. Coreceptor gene imprinting governs thymocyte lineage fate. The Embo Journal. 31: 366-77. PMID 22036949 DOI: 10.1038/Emboj.2011.388  0.425
2012 Arie-Nachimson M, Kovalsky SZ, Kemelmacher-Shlizerman I, Singer A, Basri R. Global motion estimation from point matches Proceedings - 2nd Joint 3dim/3dpvt Conference: 3d Imaging, Modeling, Processing, Visualization and Transmission, 3dimpvt 2012. 81-88. DOI: 10.1109/3DIMPVT.2012.46  0.348
2011 Hadani R, Singer A. Representation Theoretic Patterns in Three-Dimensional Cryo-Electron Microscopy II-The Class Averaging Problem. Foundations of Computational Mathematics (New York, N.Y.). 11: 589-616. PMID 23239955 DOI: 10.1007/S10208-011-9095-3  0.398
2011 Hadani R, Singer A. Representation theoretic patterns in three dimensional Cryo-Electron Microscopy I: The intrinsic reconstitution algorithm. Annals of Mathematics. 174: 1219-1241. PMID 23180881 DOI: 10.4007/Annals.2011.174.2.11  0.355
2011 Vonesch C, Wang L, Shkolnisky Y, Singer A. FAST WAVELET-BASED SINGLE-PARTICLE RECONSTRUCTION IN CRYO-EM. Proceedings / Ieee International Symposium On Biomedical Imaging: From Nano to Macro. Ieee International Symposium On Biomedical Imaging. 2011: 1950-1953. PMID 22536462 DOI: 10.1109/ISBI.2011.5872791  0.533
2011 Singer A, Wu HT. Orientability and Diffusion Maps. Applied and Computational Harmonic Analysis. 31: 44-58. PMID 21765628 DOI: 10.1016/J.Acha.2010.10.001  0.345
2011 Ponce C, Singer A. Computing steerable principal components of a large set of images and their rotations. Ieee Transactions On Image Processing : a Publication of the Ieee Signal Processing Society. 20: 3051-62. PMID 21536533 DOI: 10.1109/Tip.2011.2147323  0.39
2011 Singer A, Shkolnisky Y. Three-dimensional structure determination from common lines in cryo-EM by eigenvectors and semidefinite programming Siam Journal On Imaging Sciences. 4: 543-572. DOI: 10.1137/090767777  0.439
2011 Singer A. Angular synchronization by eigenvectors and semidefinite programming Applied and Computational Harmonic Analysis. 30: 20-36. DOI: 10.1016/J.Acha.2010.02.001  0.46
2011 Liberty E, Ailon N, Singer A. Dense Fast Random Projections and Lean Walsh Transforms Discrete and Computational Geometry. 45: 34-44. DOI: 10.1007/S00454-010-9309-5  0.306
2010 Coifman RR, Shkolnisky Y, Sigworth FJ, Singer A. Reference Free Structure Determination through Eigenvectors of Center of Mass Operators. Applied and Computational Harmonic Analysis. 28: 296-312. PMID 20436952 DOI: 10.1016/J.Acha.2009.11.003  0.423
2010 Singer A, Coifman RR, Sigworth FJ, Chester DW, Shkolnisky Y. Detecting consistent common lines in cryo-EM by voting. Journal of Structural Biology. 169: 312-22. PMID 19925867 DOI: 10.1016/J.Jsb.2009.11.003  0.385
2009 Singer A, Cucuringu M. Uniqueness of low-rank matrix completion by rigidity theory Siam Journal On Matrix Analysis and Applications. 31: 1621-1641. DOI: 10.1137/090750688  0.742
2008 Coifman RR, Shkolnisky Y, Sigworth FJ, Singer A. Graph Laplacian tomography from unknown random projections. Ieee Transactions On Image Processing : a Publication of the Ieee Signal Processing Society. 17: 1891-9. PMID 18784036 DOI: 10.1109/Tip.2008.2002305  0.316
2008 Singer A. A remark on global positioning from local distances. Proceedings of the National Academy of Sciences of the United States of America. 105: 9507-11. PMID 18621694 DOI: 10.1073/Pnas.0709842104  0.387
2008 Singer A, Schuss Z, Holcman D. Narrow escape and leakage of Brownian particles Physical Review E - Statistical, Nonlinear, and Soft Matter Physics. 78. DOI: 10.1103/Physreve.78.051111  0.307
2008 Singer A, Coifman RR. Non-linear independent component analysis with diffusion maps Applied and Computational Harmonic Analysis. 25: 226-239. DOI: 10.1016/J.Acha.2007.11.001  0.345
2007 Schuss Z, Singer A, Holcman D. The narrow escape problem for diffusion in cellular microdomains Proceedings of the National Academy of Sciences of the United States of America. 104: 16098-16103. PMID 17901203 DOI: 10.1073/Pnas.0706599104  0.33
2006 Singer A. From graph to manifold Laplacian: The convergence rate Applied and Computational Harmonic Analysis. 21: 128-134. DOI: 10.1016/J.Acha.2006.03.004  0.305
2006 Singer A. Spectral independent component analysis Applied and Computational Harmonic Analysis. 21: 135-144. DOI: 10.1016/J.Acha.2006.03.003  0.374
2006 Singer A, Schuss Z, Holcman D. Narrow escape, part III: Non-smooth domains and Riemann surfaces Journal of Statistical Physics. 122: 491-509. DOI: 10.1007/S10955-005-8028-4  0.33
2006 Singer A, Schuss Z, Holcman D. Narrow escape, part II: The circular disk Journal of Statistical Physics. 122: 465-489. DOI: 10.1007/S10955-005-8027-5  0.369
2006 Singer A, Schuss Z, Holcman D, Eisenberg RS. Narrow escape, part I Journal of Statistical Physics. 122: 437-463. DOI: 10.1007/S10955-005-8026-6  0.311
2005 Singer A, Schuss Z. Asymptotic solution of the Wang-Uhlenbeck recurrence time problem. Physical Review Letters. 95: 110601. PMID 16196994 DOI: 10.1103/Physrevlett.95.110601  0.363
1992 Fielding RM, Singer AW, Wang LH, Babbar S, Guo LS. Relationship of pharmacokinetics and drug distribution in tissue to increased safety of amphotericin B colloidal dispersion in dogs. Antimicrobial Agents and Chemotherapy. 36: 299-307. PMID 1605595  0.419
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