Amit Singer - Publications, H-index & Citations

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Amit Singer

Princeton University

45H-index

244Paper Count

6.9KCitation Count

Published Papers 27

Publication Date

Manifold learning in metric spaces

Applied and Computational Harmonic Analysis

IF3.2

2025-09-14

PREAI

Liane Xu; Amit Singer

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Self Fourier shell correlation: properties and application to cryo-ET

COMMUNICATIONS BIOLOGY

IF5.1

2024-01-16

OAAI

Verbeke, Eric J.; Gilles, Marc Aurele; Bendory, Tamir; Singer, Amit

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FAST EXPANSION INTO HARMONICS ON THE DISK: A STEERABLE BASIS WITH FAST RADIAL CONVOLUTIONS

SIAM JOURNAL ON SCIENTIFIC COMPUTING

IF2.6

2023-09-22

OAAI

Marshall, Nicholas f.; Mickelin, Oscar; Singer, Amit

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Autocorrelation analysis for cryo-EM with sparsity constraints: Improved sample complexity and projection-based algorithms

PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

IF9.1

2023-04-24

OAAI

Bendory, Tamir; Khoo, Yuehaw; Kileel, Joe; Mickelin, Oscar; Singer, Amit

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Quantitatively Visualizing Bipartite Datasets

PHYSICAL REVIEW X

IF15.7

2023-04-04

OAAI

Einav, Tal; Khoo, Yuehaw; Singer, Amit

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Ab-initio contrast estimation and denoising of cryo-EM images

COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE

IF4.8

2022-09-01

OAAI

Shi, Yunpeng; Singer, Amit

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A molecular prior distribution for Bayesian inference based on Wilson statistics

COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE

IF4.8

2022-06-01

OAAI

Gilles, Marc Aurele; Singer, Amit

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An Approximate Expectation-Maximization for Two-Dimensional Multi-Target Detection

ieee signal processing magazine

IF3.9

2022-01-01

OAAI

Kreymer, Shay; Singer, Amit; Bendory, Tamir

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Computational Methods for Single-Particle Electron Cryomicroscopy

ANNUAL REVIEW OF BIOMEDICAL DATA SCIENCE, VOL 3, 2020

IF0

2020-07-20

OAAI

Singer, Amit; Sigworth, Fred J.

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Single-Particle Cryo-Electron Microscopy: Mathematical Theory, Computational Challenges, and Opportunities

IEEE SIGNAL PROCESSING MAGAZINE

IF9.6

2020-03-01

OAAI

Bendory, Tamir; Bartesaghi, Alberto; Singer, Amit

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OPTIMAL PREDICTION IN THE LINEARLY TRANSFORMED SPIKED MODEL

ANNALS OF STATISTICS

IF3.7

2020-02-01

OAAI

Dobriban, Edgar; Leeb, William; Singer, Amit

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Steerable ePCA: Rotationally Invariant Exponential Family PCA

IEEE TRANSACTIONS ON IMAGE PROCESSING

IF13.7

2020-01-01

OAAI

Zhao, Zhizhen; Liu, Lydia T.; Singer, Amit

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Heterogeneous Multireference Alignment for Images With Application to 2D Classification in Single Particle Reconstruction

IEEE TRANSACTIONS ON IMAGE PROCESSING

IF13.7

2020-01-01

OAAI

Ma, Chao; Bendory, Tamir; Boumal, Nicolas; Sigworth, Fred; Singer, Amit

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APPLE picker: Automatic particle picking, a low-effort cryo-EM framework

JOURNAL OF STRUCTURAL BIOLOGY

IF5.1

2018-11-01

OAAI

Heimowitz, Ayelet; Anden, Joakim; Singer, Amit

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A survey of structure from motion

ACTA NUMERICA

IF11.3

2017-05-05

294

PREAI

Ozyesil, Onur; Voroninski, Vladislav; Basri, Ronen; Singer, Amit

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Denoising and covariance estimation of single particle cryo-EM images

JOURNAL OF STRUCTURAL BIOLOGY

IF5.1

2016-07-01

OAAI

Bhamre, Tejal; Zhang, Teng; Singer, Amit

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Rotationally invariant image representation for viewing direction classification in cryo-EM

JOURNAL OF STRUCTURAL BIOLOGY

IF5.1

2014-04-01

OAAI

Zhao, Zhizhen; Singer, Amit

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Non-Local Euclidean Medians

ieee signal processing magazine

IF3.9

2012-11-01

OAAI

Chaudhury, Kunal N.; Singer, Amit

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Sensor Network Localization by Eigenvector Synchronization Over the Euclidean Group

ACM TRANSACTIONS ON SENSOR NETWORKS

IF4.7

2012-08-02

OAAI

Cucuringu, Mihai; Lipman, Yaron; Singer, Amit

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Vector diffusion maps and the connection Laplacian

COMMUNICATIONS ON PURE AND APPLIED MATHEMATICS

IF2.7

2012-03-30

174

OAAI

Singer, A.; Wu, H. -T.

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Research Directions