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ORCIDAmit Singer
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- affiliation: Princeton University, NJ, USA
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2020 – today
- 2024
[i65]Joe Kileel, Nicholas F. Marshall, Oscar Mickelin, Amit Singer:
Fast expansion into harmonics on the ball. CoRR abs/2406.05922 (2024)- 2023
- [j45]Tamir Bendory
, Nicolas Boumal, William E. Leeb, Eitan Levin, Amit Singer:
Toward Single Particle Reconstruction without Particle Picking: Breaking the Detection Limit. SIAM J. Imaging Sci. 16(2): 886-910 (2023) - [j44]Nicholas F. Marshall, Oscar Mickelin, Amit Singer:
Fast Expansion into Harmonics on the Disk: A Steerable Basis with Fast Radial Convolutions. SIAM J. Sci. Comput. 45(5): 2431- (2023) - 2022
- [j43]Marc Aurèle Gilles, Amit Singer:
A molecular prior distribution for Bayesian inference based on Wilson statistics. Comput. Methods Programs Biomed. 221: 106830 (2022) - [j42]Yunpeng Shi, Amit Singer:
Ab-initio contrast estimation and denoising of cryo-EM images. Comput. Methods Programs Biomed. 224: 107018 (2022) - [j41]José F. S. Bravo Ferreira, David Cowburn, Yuehaw Khoo, Amit Singer:
NMR assignment through linear programming. J. Glob. Optim. 83(1): 3-28 (2022) - [j40]Shay Kreymer, Amit Singer, Tamir Bendory:
An Approximate Expectation-Maximization for Two-Dimensional Multi-Target Detection. IEEE Signal Process. Lett. 29: 1087-1091 (2022) - [c23]Christopher Langfield, Joshua Carmichael, Garrett Wright, Joakim Andén, Amit Singer:
Representing Steerable Bases for cryo-EM in ASPIRE. e-Science 2022: 417-418 - [c22]Tamir Bendory, Oscar Michelin, Amit Singer:
Sparse Multi-Reference Alignment: Sample Complexity and Computational Hardness. ICASSP 2022: 8977-8981 - [i64]Philip Greengard, Jeremy G. Hoskins, Nicholas F. Marshall, Amit Singer:
On a linearization of quadratic Wasserstein distance. CoRR abs/2201.13386 (2022) - [i63]Yunpeng Shi, Amit Singer:
Ab-initio Contrast Estimation and Denoising of Cryo-EM Images. CoRR abs/2202.07737 (2022) - [i62]Marc Aurèle Gilles, Amit Singer:
A Molecular Prior Distribution for Bayesian Inference Based on Wilson Statistics. CoRR abs/2202.09388 (2022) - [i61]Nicholas F. Marshall, Oscar Mickelin, Amit Singer:
Fast expansion into harmonics on the disk: a steerable basis with fast radial convolutions. CoRR abs/2207.13674 (2022) - [i60]Tamir Bendory, Yuehaw Khoo, Joe Kileel, Oscar Mickelin, Amit Singer:
Autocorrelation analysis for cryo-EM with sparsity constraints: Improved sample complexity and projection-based algorithms. CoRR abs/2209.10531 (2022) - [i59]Nicholas F. Marshall, Oscar Mickelin, Yunpeng Shi, Amit Singer:
Fast Principal Component Analysis for Cryo-EM Images. CoRR abs/2210.17501 (2022) - 2021
- [j39]Ayelet Heimowitz, Nir Sharon, Amit Singer:
Centering Noisy Images with Application to Cryo-EM. SIAM J. Imaging Sci. 14(2): 689-716 (2021) - [c21]Sharon Zhang, Amit Moscovich, Amit Singer:
Product Manifold Learning. AISTATS 2021: 3241-3249 - [i58]Ti-Yen Lan, Nicolas Boumal, Amit Singer:
Random Conical Tilt Reconstruction without Particle Picking in Cryo-electron Microscopy. CoRR abs/2101.03500 (2021) - [i57]Tamir Bendory, Ti-Yen Lan, Nicholas F. Marshall, Iris Rukshin, Amit Singer:
Multi-target detection with rotations. CoRR abs/2101.07709 (2021) - [i56]Tamir Bendory, Oscar Mickelin, Amit Singer:
Sparse multi-reference alignment: sample complexity and computational hardness. CoRR abs/2109.11656 (2021) - 2020
- [j38]Tamir Bendory, Alberto Bartesaghi, Amit Singer:
Single-Particle Cryo-Electron Microscopy: Mathematical Theory, Computational Challenges, and Opportunities. IEEE Signal Process. Mag. 37(2): 58-76 (2020) - [j37]Chao Ma, Tamir Bendory, Nicolas Boumal, Fred J. Sigworth, Amit Singer:
Heterogeneous Multireference Alignment for Images With Application to 2D Classification in Single Particle Reconstruction. IEEE Trans. Image Process. 29: 1699-1710 (2020) - [j36]Zhizhen Zhao, Lydia T. Liu, Amit Singer:
Steerable ePCA: Rotationally Invariant Exponential Family PCA. IEEE Trans. Image Process. 29: 6069-6081 (2020) - [j35]Ti-Yen Lan, Tamir Bendory, Nicolas Boumal, Amit Singer:
Multi-Target Detection With an Arbitrary Spacing Distribution. IEEE Trans. Signal Process. 68: 1589-1601 (2020) - [c20]Nicholas F. Marshall, Ti-Yen Lan, Tamir Bendory, Amit Singer:
Image Recovery from Rotational And Translational Invariants. ICASSP 2020: 5780-5784 - [c19]Nathan Zelesko, Amit Moscovich, Joe Kileel, Amit Singer:
Earthmover-Based Manifold Learning for Analyzing Molecular Conformation Spaces. ISBI 2020: 1715-1719 - [i55]Tamir Bendory, Ariel Jaffe, William E. Leeb, Nir Sharon, Amit Singer:
Super-resolution multi-reference alignment. CoRR abs/2006.15354 (2020) - [i54]José F. S. Bravo Ferreira, David Cowburn, Yuehaw Khoo, Amit Singer:
NMR Assignment through Linear Programming. CoRR abs/2008.03641 (2020) - [i53]Sharon Zhang, Amit Moscovich, Amit Singer:
Product Manifold Learning. CoRR abs/2010.09908 (2020) - [i52]Rohan Rao, Amit Moscovich, Amit Singer:
Wasserstein K-Means for Clustering Tomographic Projections. CoRR abs/2010.09989 (2020) - [i51]Joe Kileel, Amit Moscovich, Nathan Zelesko, Amit Singer:
Manifold learning with arbitrary norms. CoRR abs/2012.14172 (2020)
2010 – 2019
- 2019
- [j34]Amelia Perry, Jonathan Weed, Afonso S. Bandeira, Philippe Rigollet, Amit Singer:
The Sample Complexity of Multireference Alignment. SIAM J. Math. Data Sci. 1(3): 497-517 (2019) - [j33]Emmanuel Abbe, Tamir Bendory, William E. Leeb, João M. Pereira, Nir Sharon, Amit Singer:
Multireference Alignment Is Easier With an Aperiodic Translation Distribution. IEEE Trans. Inf. Theory 65(6): 3565-3584 (2019) - [i50]Tamir Bendory, Nicolas Boumal, William E. Leeb, Eitan Levin, Amit Singer:
Multi-target detection with application to cryo-electron microscopy. CoRR abs/1903.06022 (2019) - [i49]Ti-Yen Lan, Tamir Bendory, Nicolas Boumal, Amit Singer:
Multi-target Detection with an Arbitrary Spacing Distribution. CoRR abs/1905.03176 (2019) - [i48]Roy R. Lederman, Joakim Andén, Amit Singer:
Hyper-Molecules: on the Representation and Recovery of Dynamical Structures, with Application to Flexible Macro-Molecular Structures in Cryo-EM. CoRR abs/1907.01589 (2019) - [i47]Amit Moscovich, Amit Halevi, Joakim Andén, Amit Singer:
Cryo-EM reconstruction of continuous heterogeneity by Laplacian spectral volumes. CoRR abs/1907.01898 (2019) - [i46]Nir Sharon, Joe Kileel, Yuehaw Khoo, Boris Landa, Amit Singer:
Method of moments for 3-D single particle ab initio modeling with non-uniform distribution of viewing angles. CoRR abs/1907.05377 (2019) - [i45]Tamir Bendory, Alberto Bartesaghi, Amit Singer:
Single-particle cryo-electron microscopy: Mathematical theory, computational challenges, and opportunities. CoRR abs/1908.00574 (2019) - [i44]Ayelet Heimowitz, Joakim Andén, Amit Singer:
Bias and variance reduction and denoising for CTF Estimation. CoRR abs/1908.03454 (2019) - [i43]Nicholas F. Marshall, Ti-Yen Lan, Tamir Bendory, Amit Singer:
Image recovery from rotational and translational invariants. CoRR abs/1910.10006 (2019) - [i42]Nathan Zelesko, Amit Moscovich, Joe Kileel, Amit Singer:
Earthmover-based manifold learning for analyzing molecular conformation spaces. CoRR abs/1911.06107 (2019) - 2018
- [j32]José F. S. Bravo Ferreira, Yuehaw Khoo, Amit Singer:
Semidefinite programming approach for the quadratic assignment problem with a sparse graph. Comput. Optim. Appl. 69(3): 677-712 (2018) - [j31]Onur Özyesil, Nir Sharon, Amit Singer:
Synchronization over Cartan Motion Groups via Contraction. SIAM J. Appl. Algebra Geom. 2(2): 207-241 (2018) - [j30]Joakim Andén, Amit Singer:
Structural Variability from Noisy Tomographic Projections. SIAM J. Imaging Sci. 11(2): 1441-1492 (2018) - [j29]Tamir Bendory, Nicolas Boumal, Chao Ma, Zhizhen Zhao, Amit Singer:
Bispectrum Inversion With Application to Multireference Alignment. IEEE Trans. Signal Process. 66(4): 1037-1050 (2018) - [c18]Nicolas Boumal, Tamir Bendory, Roy R. Lederman, Amit Singer:
Heterogeneous multireference alignment: A single pass approach. CISS 2018: 1-6 - [c17]Eitan Levin, Tamir Bendory, Nicolas Boumal, Joe Kileel, Amit Singer:
3D ab initio modeling in cryo-EM by autocorrelation analysis. ISBI 2018: 1569-1573 - [c16]Emmanuel Abbe, João M. Pereira, Amit Singer:
Estimation in the Group Action Channel. ISIT 2018: 561-565 - [i41]Emmanuel Abbe, João M. Pereira, Amit Singer:
Estimation in the group action channel. CoRR abs/1801.04366 (2018) - [i40]Ayelet Heimowitz, Joakim Andén, Amit Singer:
APPLE Picker: Automatic Particle Picking, a Low-Effort Cryo-EM Framework. CoRR abs/1802.00469 (2018) - [i39]Tamir Bendory, Nicolas Boumal, William E. Leeb, Eitan Levin, Amit Singer:
Toward single particle reconstruction without particle picking: Breaking the detection limit. CoRR abs/1810.00226 (2018) - [i38]Zhizhen Zhao, Lydia T. Liu, Amit Singer:
Steerable ePCA. CoRR abs/1812.08789 (2018) - 2017
- [j28]Onur Özyesil, Vladislav Voroninski, Ronen Basri, Amit Singer:
A survey of structure from motion. Acta Numer. 26: 305-364 (2017) - [j27]Afonso S. Bandeira, Nicolas Boumal, Amit Singer:
Tightness of the maximum likelihood semidefinite relaxation for angular synchronization. Math. Program. 163(1-2): 145-167 (2017) - [j26]Paul Villoutreix, Joakim Andén, Bomyi Lim, Hang Lu, Ioannis G. Kevrekidis, Amit Singer, Stanislav Y. Shvartsman:
Synthesizing developmental trajectories. PLoS Comput. Biol. 13(9) (2017) - [c15]Soumyadip Sengupta, Tal Amir, Meirav Galun, Tom Goldstein, David W. Jacobs, Amit Singer, Ronen Basri:
A New Rank Constraint on Multi-view Fundamental Matrices, and Its Application to Camera Location Recovery. CVPR 2017: 2413-2421 - [c14]Tejal Bhamre, Zhizhen Zhao, Amit Singer:
Mahalanobis distance for class averaging of cryo-EM images. ISBI 2017: 654-658 - [c13]Emmanuel Abbe, João M. Pereira, Amit Singer:
Sample complexity of the boolean multireference alignment problem. ISIT 2017: 1316-1320 - [i37]Emmanuel Abbe, João M. Pereira, Amit Singer:
Sample Complexity of the Boolean Multireference Alignment Problem. CoRR abs/1701.07540 (2017) - [i36]Onur Özyesil, Vladislav Voroninski, Ronen Basri, Amit Singer:
A Survey on Structure from Motion. CoRR abs/1701.08493 (2017) - [i35]Soumyadip Sengupta, Tal Amir, Meirav Galun, Tom Goldstein, David W. Jacobs, Amit Singer, Ronen Basri:
A New Rank Constraint on Multi-view Fundamental Matrices, and its Application to Camera Location Recovery. CoRR abs/1702.03023 (2017) - [i34]Roy R. Lederman, Amit Singer:
Continuously heterogeneous hyper-objects in cryo-EM and 3-D movies of many temporal dimensions. CoRR abs/1704.02899 (2017) - [i33]Tejal Bhamre, Teng Zhang, Amit Singer:
Anisotropic twicing for single particle reconstruction using autocorrelation analysis. CoRR abs/1704.07969 (2017) - [i32]Tamir Bendory, Nicolas Boumal, Chao Ma, Zhizhen Zhao, Amit Singer:
Bispectrum Inversion with Application to Multireference Alignment. CoRR abs/1705.00641 (2017) - [i31]Amelia Perry, Jonathan Weed, Afonso S. Bandeira, Philippe Rigollet, Amit Singer:
The sample complexity of multi-reference alignment. CoRR abs/1707.00943 (2017) - [i30]Nicolas Boumal, Tamir Bendory, Roy R. Lederman, Amit Singer:
Heterogeneous multireference alignment: a single pass approach. CoRR abs/1710.02590 (2017) - [i29]Emmanuel Abbe, Tamir Bendory, William E. Leeb, João Pereira, Nir Sharon, Amit Singer:
Multireference Alignment is Easier with an Aperiodic Translation Distribution. CoRR abs/1710.02793 (2017) - 2016
- [j25]Teng Zhang, Xiuyuan Cheng, Amit Singer:
Marčenko-Pastur law for Tyler's M-estimator. J. Multivar. Anal. 149: 114-123 (2016) - [j24]Afonso S. Bandeira, Christopher Kennedy, Amit Singer:
Approximating the little Grothendieck problem over the orthogonal and unitary groups. Math. Program. 160(1-2): 433-475 (2016) - [j23]Zhizhen Zhao, Yoel Shkolnisky, Amit Singer:
Fast Steerable Principal Component Analysis. IEEE Trans. Computational Imaging 2(1): 1-12 (2016) - [i28]Tejal Bhamre, Teng Zhang, Amit Singer:
Denoising and Covariance Estimation of Single Particle Cryo-EM Images. CoRR abs/1602.06632 (2016) - [i27]Yuehaw Khoo, Amit Singer, David Cowburn:
Residual Dipolar Coupling, Protein Backbone Conformation and Semidefinite Programming. CoRR abs/1604.01504 (2016) - [i26]Yuehaw Khoo, Amit Singer, David Cowburn:
Bias Correction in Saupe Tensor Estimation. CoRR abs/1606.06975 (2016) - [i25]Roy R. Lederman, Amit Singer:
A Representation Theory Perspective on Simultaneous Alignment and Classification. CoRR abs/1607.03464 (2016) - [i24]Tejal Bhamre, Zhizhen Zhao, Amit Singer:
Mahalanobis Distance for Class Averaging of Cryo-EM Images. CoRR abs/1611.03193 (2016) - 2015
- [j22]Gene Katsevich, Alexander Katsevich, Amit Singer:
Covariance Matrix Estimation for the Cryo-EM Heterogeneity Problem. SIAM J. Imaging Sci. 8(1): 126-185 (2015) - [j21]Onur Özyesil, Amit Singer, Ronen Basri:
Stable Camera Motion Estimation Using Convex Programming. SIAM J. Imaging Sci. 8(2): 1220-1262 (2015) - [j20]Kunal N. Chaudhury, Yuehaw Khoo, Amit Singer:
Global Registration of Multiple Point Clouds Using Semidefinite Programming. SIAM J. Optim. 25(1): 468-501 (2015) - [c12]Onur Özyesil, Amit Singer:
Robust camera location estimation by convex programming. CVPR 2015: 2674-2683 - [c11]Kunal N. Chaudhury, Yuehaw Khoo, Amit Singer:
Large-scale sensor network localization via rigid subnetwork registration. ICASSP 2015: 2849-2853 - [c10]Joakim Andén, Eugene Katsevich, Amit Singer:
Covariance estimation using conjugate gradient for 3D classification in CRYO-EM. ISBI 2015: 200-204 - [c9]Tejal Bhamre, Teng Zhang, Amit Singer:
Orthogonal matrix retrieval in cryo-electron microscopy. ISBI 2015: 1048-1052 - [i23]Afonso S. Bandeira, Yutong Chen, Amit Singer:
Non-unique games over compact groups and orientation estimation in cryo-EM. CoRR abs/1505.03840 (2015) - 2014
- [j19]Emmanuel Abbe, Afonso S. Bandeira, Annina Bracher, Amit Singer:
Decoding Binary Node Labels from Censored Edge Measurements: Phase Transition and Efficient Recovery. IEEE Trans. Netw. Sci. Eng. 1(1): 10-22 (2014) - [c8]Afonso S. Bandeira, Yuehaw Khoo, Amit Singer:
Open Problem: Tightness of maximum likelihood semidefinite relaxations. COLT 2014: 1265-1267 - [c7]Afonso S. Bandeira, Moses Charikar, Amit Singer, Andy Zhu:
Multireference alignment using semidefinite programming. ITCS 2014: 459-470 - [c6]Emmanuel Abbe, Afonso S. Bandeira, Annina Bracher, Amit Singer:
Linear inverse problems on Erdős-Rényi graphs: Information-theoretic limits and efficient recovery. ISIT 2014: 1251-1255 - [i22]Afonso S. Bandeira, Yuehaw Khoo, Amit Singer:
Open problem: Tightness of maximum likelihood semidefinite relaxations. CoRR abs/1404.2655 (2014) - [i21]Emmanuel Abbe, Afonso S. Bandeira, Annina Bracher, Amit Singer:
Decoding binary node labels from censored edge measurements: Phase transition and efficient recovery. CoRR abs/1404.4749 (2014) - [i20]Onur Özyesil, Amit Singer:
Robust Camera Location Estimation by Convex Programming. CoRR abs/1412.0165 (2014) - [i19]Tejal Bhamre, Teng Zhang, Amit Singer:
Orthogonal Matrix Retrieval in Cryo-Electron Microscopy. CoRR abs/1412.0494 (2014) - [i18]Zhizhen Zhao, Yoel Shkolnisky, Amit Singer:
Fast Steerable Principal Component Analysis. CoRR abs/1412.0781 (2014) - [i17]Joakim Andén, Eugene Katsevich, Amit Singer:
Covariance estimation using conjugate gradient for 3D classification in Cryo-EM. CoRR abs/1412.0985 (2014) - 2013
- [j18]Benjamin Sonday, Amit Singer, Ioannis G. Kevrekidis:
Noisy dynamic simulations in the presence of symmetry: Data alignment and model reduction. Comput. Math. Appl. 65(10): 1535-1557 (2013) - [j17]Amit Singer, Hau-Tieng Wu:
Two-Dimensional Tomography from Noisy Projections Taken at Unknown Random Directions. SIAM J. Imaging Sci. 6(1): 136-175 (2013) - [j16]Lanhui Wang, Amit Singer, Zaiwen Wen:
Orientation Determination of Cryo-EM Images Using Least Unsquared Deviations. SIAM J. Imaging Sci. 6(4): 2450-2483 (2013) - [j15]Afonso S. Bandeira, Amit Singer, Daniel A. Spielman:
A Cheeger Inequality for the Graph Connection Laplacian. SIAM J. Matrix Anal. Appl. 34(4): 1611-1630 (2013) - [c5]Nicolas Boumal, Amit Singer, Pierre-Antoine Absil:
Robust estimation of rotations from relative measurements by maximum likelihood. CDC 2013: 1156-1161 - [c4]Kunal N. Chaudhury, Amit Singer:
Non-local patch regression: Robust image denoising in patch space. ICASSP 2013: 1345-1349 - [i16]Kunal N. Chaudhury, Yuehaw Khoo, Amit Singer, David Cowburn:
Global registration of multiple point clouds using semidefinite programming. CoRR abs/1306.5226 (2013) - [i15]Afonso S. Bandeira, Christopher Kennedy, Amit Singer:
Approximating the Little Grothendieck Problem over the Orthogonal Group. CoRR abs/1308.5207 (2013) - [i14]Afonso S. Bandeira, Moses Charikar, Amit Singer, Andy Zhu:
Multireference Alignment using Semidefinite Programming. CoRR abs/1308.5256 (2013) - [i13]Gene Katsevich, Alexander Katsevich, Amit Singer:
Covariance Matrix Estimation for the Cryo-EM Heterogeneity Problem. CoRR abs/1309.1737 (2013) - [i12]Zhizhen Zhao, Amit Singer:
Rotationally Invariant Image Representation for Viewing Direction Classification in Cryo-EM. CoRR abs/1309.7643 (2013) - [i11]Kunal N. Chaudhury, Yuehaw Khoo, Amit Singer:
Large-Scale Sensor Network Localization via Rigid Subnetwork Registration. CoRR abs/1310.8135 (2013) - [i10]Onur Özyesil, Amit Singer, Ronen Basri:
Camera Motion Estimation by Convex Programming. CoRR abs/1312.5047 (2013) - 2012
- [j14]Yoel Shkolnisky, Amit Singer:
Viewing Direction Estimation in Cryo-EM Using Synchronization. SIAM J. Imaging Sci. 5(3): 1088-1110 (2012) - [j13]Kunal N. Chaudhury, Amit Singer:
Non-Local Euclidean Medians. IEEE Signal Process. Lett. 19(11): 745-748 (2012) - [j12]Mihai Cucuringu, Yaron Lipman, Amit Singer:
Sensor network localization by eigenvector synchronization over the euclidean group. ACM Trans. Sens. Networks 8(3): 19:1-19:42 (2012) - [c3]Mica Arie-Nachimson, Shahar Z. Kovalsky, Ira Kemelmacher-Shlizerman, Amit Singer, Ronen Basri:
Global Motion Estimation from Point Matches. 3DIMPVT 2012: 81-88 - [i9]Afonso S. Bandeira, Amit Singer, Daniel A. Spielman:
A Cheeger Inequality for the Graph Connection Laplacian. CoRR abs/1204.3873 (2012) - [i8]Kunal N. Chaudhury, Amit Singer:
Non-Local Euclidean Medians. CoRR abs/1207.3056 (2012) - [i7]Nicolas Boumal, Amit Singer, Pierre-Antoine Absil, Vincent D. Blondel:
Cramér-Rao bounds for synchronization of rotations. CoRR abs/1211.1621 (2012) - [i6]Zhizhen Zhao, Amit Singer:
Fourier-Bessel rotational invariant eigenimages. CoRR abs/1211.1968 (2012) - [i5]Lanhui Wang, Amit Singer:
Exact and Stable Recovery of Rotations for Robust Synchronization. CoRR abs/1211.2441 (2012) - [i4]Kunal N. Chaudhury, Amit Singer:
Non-Local Patch Regression: Robust Image Denoising in Patch Space. CoRR abs/1211.4264 (2012) - [i3]Lanhui Wang, Amit Singer, Zaiwen Wen:
Orientation Determination from Cryo-EM images Using Least Unsquared Deviation. CoRR abs/1211.7045 (2012) - 2011
- [j11]Edo Liberty, Nir Ailon, Amit Singer:
Dense Fast Random Projections and Lean Walsh Transforms. Discret. Comput. Geom. 45(1): 34-44 (2011) - [j10]Ronny Hadani, Amit Singer:
Representation Theoretic Patterns in Three-Dimensional Cryo-Electron Microscopy II - The Class Averaging Problem.