Amit Singer

ORCID

Publication Activity (10 Years)

Years Active: 2007-2024
Publications (10 Years): 76

Top Venues

Publications

Joe Kileel, Nicholas F. Marshall, Oscar Mickelin, Amit Singer
Fast expansion into harmonics on the ball. CoRR (2024)
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) (2023)
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) (2023)
Nicholas F. Marshall, Oscar Mickelin, Yunpeng Shi, Amit Singer
Fast Principal Component Analysis for Cryo-EM Images. CoRR (2022)
Christopher Langfield, Joshua Carmichael, Garrett Wright, Joakim Andén, Amit Singer
Representing Steerable Bases for cryo-EM in ASPIRE. e-Science (2022)
Marc Aurèle Gilles, Amit Singer
A Molecular Prior Distribution for Bayesian Inference Based on Wilson Statistics. CoRR (2022)
Marc Aurèle Gilles, Amit Singer
A molecular prior distribution for Bayesian inference based on Wilson statistics. Comput. Methods Programs Biomed. 221 (2022)
Shay Kreymer, Amit Singer, Tamir Bendory
An Approximate Expectation-Maximization for Two-Dimensional Multi-Target Detection. IEEE Signal Process. Lett. 29 (2022)
Yunpeng Shi, Amit Singer
Ab-initio Contrast Estimation and Denoising of Cryo-EM Images. CoRR (2022)
Tamir Bendory, Oscar Michelin, Amit Singer
Sparse Multi-Reference Alignment: Sample Complexity and Computational Hardness. ICASSP (2022)
Yunpeng Shi, Amit Singer
Ab-initio contrast estimation and denoising of cryo-EM images. Comput. Methods Programs Biomed. 224 (2022)
Nicholas F. Marshall, Oscar Mickelin, Amit Singer
Fast expansion into harmonics on the disk: a steerable basis with fast radial convolutions. CoRR (2022)
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 (2022)
José F. S. Bravo Ferreira, David Cowburn, Yuehaw Khoo, Amit Singer
NMR assignment through linear programming. J. Glob. Optim. 83 (1) (2022)
Philip Greengard, Jeremy G. Hoskins, Nicholas F. Marshall, Amit Singer
On a linearization of quadratic Wasserstein distance. CoRR (2022)
Tamir Bendory, Oscar Mickelin, Amit Singer
Sparse multi-reference alignment: sample complexity and computational hardness. CoRR (2021)
Ti-Yen Lan, Nicolas Boumal, Amit Singer
Random Conical Tilt Reconstruction without Particle Picking in Cryo-electron Microscopy. CoRR (2021)
Sharon Zhang, Amit Moscovich, Amit Singer
Product Manifold Learning. AISTATS (2021)
Ayelet Heimowitz, Nir Sharon, Amit Singer
Centering Noisy Images with Application to Cryo-EM. SIAM J. Imaging Sci. 14 (2) (2021)
Tamir Bendory, Ti-Yen Lan, Nicholas F. Marshall, Iris Rukshin, Amit Singer
Multi-target detection with rotations. CoRR (2021)
Zhizhen Zhao, Lydia T. Liu, Amit Singer
Steerable ePCA: Rotationally Invariant Exponential Family PCA. IEEE Trans. Image Process. 29 (2020)
Sharon Zhang, Amit Moscovich, Amit Singer
Product Manifold Learning. CoRR (2020)
Tamir Bendory, Ariel Jaffe, William E. Leeb, Nir Sharon, Amit Singer
Super-resolution multi-reference alignment. CoRR (2020)
José F. S. Bravo Ferreira, David Cowburn, Yuehaw Khoo, Amit Singer
NMR Assignment through Linear Programming. CoRR (2020)
Nicholas F. Marshall, Ti-Yen Lan, Tamir Bendory, Amit Singer
Image Recovery from Rotational And Translational Invariants. ICASSP (2020)
Rohan Rao, Amit Moscovich, Amit Singer
Wasserstein K-Means for Clustering Tomographic Projections. CoRR (2020)
Tamir Bendory, Alberto Bartesaghi, Amit Singer
Single-Particle Cryo-Electron Microscopy: Mathematical Theory, Computational Challenges, and Opportunities. IEEE Signal Process. Mag. 37 (2) (2020)
Joe Kileel, Amit Moscovich, Nathan Zelesko, Amit Singer
Manifold learning with arbitrary norms. CoRR (2020)
Ti-Yen Lan, Tamir Bendory, Nicolas Boumal, Amit Singer
Multi-Target Detection With an Arbitrary Spacing Distribution. IEEE Trans. Signal Process. 68 (2020)
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 (2020)
Nathan Zelesko, Amit Moscovich, Joe Kileel, Amit Singer
Earthmover-Based Manifold Learning for Analyzing Molecular Conformation Spaces. ISBI (2020)
Nicholas F. Marshall, Ti-Yen Lan, Tamir Bendory, Amit Singer
Image recovery from rotational and translational invariants. CoRR (2019)
Tamir Bendory, Alberto Bartesaghi, Amit Singer
Single-particle cryo-electron microscopy: Mathematical theory, computational challenges, and opportunities. CoRR (2019)
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 (2019)
Tamir Bendory, Nicolas Boumal, William E. Leeb, Eitan Levin, Amit Singer
Multi-target detection with application to cryo-electron microscopy. CoRR (2019)
Amit Moscovich, Amit Halevi, Joakim Andén, Amit Singer
Cryo-EM reconstruction of continuous heterogeneity by Laplacian spectral volumes. CoRR (2019)
Amelia Perry, Jonathan Weed, Afonso S. Bandeira, Philippe Rigollet, Amit Singer
The Sample Complexity of Multireference Alignment. SIAM J. Math. Data Sci. 1 (3) (2019)
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) (2019)
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 (2019)
Nathan Zelesko, Amit Moscovich, Joe Kileel, Amit Singer
Earthmover-based manifold learning for analyzing molecular conformation spaces. CoRR (2019)
Ayelet Heimowitz, Joakim Andén, Amit Singer
Bias and variance reduction and denoising for CTF Estimation. CoRR (2019)
Ti-Yen Lan, Tamir Bendory, Nicolas Boumal, Amit Singer
Multi-target Detection with an Arbitrary Spacing Distribution. CoRR (2019)
Onur Özyesil, Nir Sharon, Amit Singer
Synchronization over Cartan Motion Groups via Contraction. SIAM J. Appl. Algebra Geom. 2 (2) (2018)
Joakim Andén, Amit Singer
Structural Variability from Noisy Tomographic Projections. SIAM J. Imaging Sci. 11 (2) (2018)
Tamir Bendory, Nicolas Boumal, William E. Leeb, Eitan Levin, Amit Singer
Toward single particle reconstruction without particle picking: Breaking the detection limit. CoRR (2018)
Ayelet Heimowitz, Joakim Andén, Amit Singer
APPLE Picker: Automatic Particle Picking, a Low-Effort Cryo-EM Framework. CoRR (2018)
Emmanuel Abbe, João M. Pereira, Amit Singer
Estimation in the group action channel. CoRR (2018)
Emmanuel Abbe, João M. Pereira, Amit Singer
Estimation in the Group Action Channel. ISIT (2018)
Eitan Levin, Tamir Bendory, Nicolas Boumal, Joe Kileel, Amit Singer
3D ab initio modeling in cryo-EM by autocorrelation analysis. ISBI (2018)
Nicolas Boumal, Tamir Bendory, Roy R. Lederman, Amit Singer
Heterogeneous multireference alignment: A single pass approach. CISS (2018)
Tamir Bendory, Nicolas Boumal, Chao Ma, Zhizhen Zhao, Amit Singer
Bispectrum Inversion With Application to Multireference Alignment. IEEE Trans. Signal Process. 66 (4) (2018)
Zhizhen Zhao, Lydia T. Liu, Amit Singer
Steerable ePCA. CoRR (2018)
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) (2018)
Onur Özyesil, Vladislav Voroninski, Ronen Basri, Amit Singer
A survey of structure from motion. Acta Numer. 26 (2017)
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)
Tejal Bhamre, Teng Zhang, Amit Singer
Anisotropic twicing for single particle reconstruction using autocorrelation analysis. CoRR (2017)
Emmanuel Abbe, João M. Pereira, Amit Singer
Sample Complexity of the Boolean Multireference Alignment Problem. CoRR (2017)
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)
Emmanuel Abbe, Tamir Bendory, William E. Leeb, João Pereira, Nir Sharon, Amit Singer
Multireference Alignment is Easier with an Aperiodic Translation Distribution. CoRR (2017)
Afonso S. Bandeira, Nicolas Boumal, Amit Singer
Tightness of the maximum likelihood semidefinite relaxation for angular synchronization. Math. Program. 163 (1-2) (2017)
Tamir Bendory, Nicolas Boumal, Chao Ma, Zhizhen Zhao, Amit Singer
Bispectrum Inversion with Application to Multireference Alignment. CoRR (2017)
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 (2017)
Nicolas Boumal, Tamir Bendory, Roy R. Lederman, Amit Singer
Heterogeneous multireference alignment: a single pass approach. CoRR (2017)
Emmanuel Abbe, João M. Pereira, Amit Singer
Sample complexity of the boolean multireference alignment problem. ISIT (2017)
Onur Özyesil, Vladislav Voroninski, Ronen Basri, Amit Singer
A Survey on Structure from Motion. CoRR (2017)
Tejal Bhamre, Zhizhen Zhao, Amit Singer
Mahalanobis distance for class averaging of cryo-EM images. ISBI (2017)
Amelia Perry, Jonathan Weed, Afonso S. Bandeira, Philippe Rigollet, Amit Singer
The sample complexity of multi-reference alignment. CoRR (2017)
Roy R. Lederman, Amit Singer
Continuously heterogeneous hyper-objects in cryo-EM and 3-D movies of many temporal dimensions. CoRR (2017)
Tejal Bhamre, Teng Zhang, Amit Singer
Denoising and Covariance Estimation of Single Particle Cryo-EM Images. CoRR (2016)
Roy R. Lederman, Amit Singer
A Representation Theory Perspective on Simultaneous Alignment and Classification. CoRR (2016)
Teng Zhang, Xiuyuan Cheng, Amit Singer
Marčenko-Pastur law for Tyler's M-estimator. J. Multivar. Anal. 149 (2016)
Afonso S. Bandeira, Christopher Kennedy, Amit Singer
Approximating the little Grothendieck problem over the orthogonal and unitary groups. Math. Program. 160 (1-2) (2016)
Yuehaw Khoo, Amit Singer, David Cowburn
Residual Dipolar Coupling, Protein Backbone Conformation and Semidefinite Programming. CoRR (2016)
Yuehaw Khoo, Amit Singer, David Cowburn
Bias Correction in Saupe Tensor Estimation. CoRR (2016)
Zhizhen Zhao, Yoel Shkolnisky, Amit Singer
Fast Steerable Principal Component Analysis. IEEE Trans. Computational Imaging 2 (1) (2016)
Tejal Bhamre, Zhizhen Zhao, Amit Singer
Mahalanobis Distance for Class Averaging of Cryo-EM Images. CoRR (2016)
Tejal Bhamre, Teng Zhang, Amit Singer
Orthogonal matrix retrieval in cryo-electron microscopy. ISBI (2015)
Kunal N. Chaudhury, Yuehaw Khoo, Amit Singer
Large-scale sensor network localization via rigid subnetwork registration. ICASSP (2015)
Gene Katsevich, Alexander Katsevich, Amit Singer
Covariance Matrix Estimation for the Cryo-EM Heterogeneity Problem. SIAM J. Imaging Sci. 8 (1) (2015)
Onur Özyesil, Amit Singer, Ronen Basri
Stable Camera Motion Estimation Using Convex Programming. SIAM J. Imaging Sci. 8 (2) (2015)
Afonso S. Bandeira, Yutong Chen, Amit Singer
Non-unique games over compact groups and orientation estimation in cryo-EM. CoRR (2015)
Onur Özyesil, Amit Singer
Robust camera location estimation by convex programming. CVPR (2015)
Joakim Andén, Eugene Katsevich, Amit Singer
Covariance estimation using conjugate gradient for 3D classification in CRYO-EM. ISBI (2015)
Kunal N. Chaudhury, Yuehaw Khoo, Amit Singer
Global Registration of Multiple Point Clouds Using Semidefinite Programming. SIAM J. Optim. 25 (1) (2015)
Emmanuel Abbe, Afonso S. Bandeira, Annina Bracher, Amit Singer
Decoding binary node labels from censored edge measurements: Phase transition and efficient recovery. CoRR (2014)
Afonso S. Bandeira, Yuehaw Khoo, Amit Singer
Open Problem: Tightness of maximum likelihood semidefinite relaxations. COLT (2014)
Joakim Andén, Eugene Katsevich, Amit Singer
Covariance estimation using conjugate gradient for 3D classification in Cryo-EM. CoRR (2014)
Onur Özyesil, Amit Singer
Robust Camera Location Estimation by Convex Programming. CoRR (2014)
Tejal Bhamre, Teng Zhang, Amit Singer
Orthogonal Matrix Retrieval in Cryo-Electron Microscopy. CoRR (2014)
Afonso S. Bandeira, Moses Charikar, Amit Singer, Andy Zhu
Multireference alignment using semidefinite programming. ITCS (2014)
Zhizhen Zhao, Yoel Shkolnisky, Amit Singer
Fast Steerable Principal Component Analysis. CoRR (2014)
Afonso S. Bandeira, Yuehaw Khoo, Amit Singer
Open problem: Tightness of maximum likelihood semidefinite relaxations. CoRR (2014)
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) (2014)
Emmanuel Abbe, Afonso S. Bandeira, Annina Bracher, Amit Singer
Linear inverse problems on Erdős-Rényi graphs: Information-theoretic limits and efficient recovery. ISIT (2014)
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) (2013)
Nicolas Boumal, Amit Singer, Pierre-Antoine Absil
Robust estimation of rotations from relative measurements by maximum likelihood. CDC (2013)
Gene Katsevich, Alexander Katsevich, Amit Singer
Covariance Matrix Estimation for the Cryo-EM Heterogeneity Problem. CoRR (2013)
Afonso S. Bandeira, Christopher Kennedy, Amit Singer
Approximating the Little Grothendieck Problem over the Orthogonal Group. CoRR (2013)
Zhizhen Zhao, Amit Singer
Rotationally Invariant Image Representation for Viewing Direction Classification in Cryo-EM. CoRR (2013)
Afonso S. Bandeira, Moses Charikar, Amit Singer, Andy Zhu
Multireference Alignment using Semidefinite Programming. CoRR (2013)

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Publication Activity (10 Years)

Top Topics

Top Venues

Amit Singer