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Roy R. Lederman
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Learning the geometry of common latent variables using alternating-diffusion
RR Lederman, R Talmon
Applied and Computational Harmonic Analysis 44 (3), 509-536, 2018
1182018
Non-unique games over compact groups and orientation estimation in cryo-EM
AS Bandeira, Y Chen, RR Lederman, A Singer
Inverse Problems 36 (6), 064002, 2020
762020
Learning by coincidence: Siamese networks and common variable learning
U Shaham, RR Lederman
Pattern Recognition 74, 52-63, 2018
502018
Heterogeneous multireference alignment: A single pass approach
N Boumal, T Bendory, RR Lederman, A Singer
2018 52nd Annual Conference on Information Sciences and Systems (CISS), 1-6, 2018
462018
Hyper-molecules: on the representation and recovery of dynamical structures for applications in flexible macro-molecules in cryo-EM
RR Lederman, J Andén, A Singer
Inverse Problems 36 (4), 044005, 2020
402020
Estimating conformational landscapes from Cryo-EM particles by 3D Zernike polynomials
D Herreros, RR Lederman, JM Krieger, A Jiménez-Moreno, M Martínez, ...
Nature Communications 14 (1), 154, 2023
382023
Continuously heterogeneous hyper-objects in cryo-EM and 3-D movies of many temporal dimensions
RR Lederman, A Singer
arXiv preprint arXiv:1704.02899, 2017
31*2017
Alternating diffusion for common manifold learning with application to sleep stage assessment
RR Lederman, R Talmon, H Wu, YL Lo, RR Coifman
2015 IEEE International Conference on Acoustics, Speech and Signal …, 2015
302015
Methods for Cryo-EM single particle reconstruction of macromolecules having continuous heterogeneity
B Toader, FJ Sigworth, RR Lederman
Journal of Molecular Biology, 168020, 2023
282023
A representation theory perspective on simultaneous alignment and classification
RR Lederman, A Singer
Applied and Computational Harmonic Analysis 49 (3), 1001-1024, 2020
282020
Numerical Algorithms for the Computation of Generalized Prolate Spheroidal Functions
RR Lederman
arXiv preprint arXiv:1710.02874, 2017
242017
Approximating deformation fields for the analysis of continuous heterogeneity of biological macromolecules by 3D Zernike polynomials
D Herreros, RR Lederman, J Krieger, A Jiménez-Moreno, M Martínez, ...
IUCrJ 8 (6), 992-1005, 2021
232021
On the Analytical and Numerical Properties of the Truncated Laplace Transform - I.
RR Lederman, V Rokhlin
SIAM Journal on Numerical Analysis 53 (3), 1214-1235, 2015
222015
Common manifold learning using alternating-diffusion
RR Lederman, R Talmon
submitted, Tech. Report YALEUIDCSITR1497, 2014
222014
On the Analytical and Numerical Properties of the Truncated Laplace Transform
R Lederman
http://cpsc.yale.edu/sites/default/files/files/tr1490.pdf, 2014
222014
Integrating molecular models into CryoEM heterogeneity analysis using scalable high-resolution deep Gaussian mixture models
M Chen, B Toader, R Lederman
Journal of Molecular Biology, 168014, 2023
162023
Dynamical sampling with additive random noise
A Aldroubi, L Huang, I Krishtal, A Ledeczi, RR Lederman, P Volgyesi
Sampling Theory in Signal and Image Processing 17 (2), 153-182, 2018
152018
A random-permutations-based approach to fast read alignment
R Lederman
BMC bioinformatics 14 (5), S8, 2013
15*2013
Maximum likelihood for high-noise group orbit estimation and single-particle cryo-EM
Z Fan, RR Lederman, Y Sun, T Wang, S Xu
Annals of Statistics (accepted), 2024
142024
On the Analytical and Numerical Properties of the Truncated Laplace Transform - Part II
RR Lederman, V Rokhlin
SIAM J. Numer. Anal., 54 (2), 665–687, 2016
112016
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