Publications

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Brofos, James A; Lederman, Roy R

Magnetic Manifold Hamiltonian Monte Carlo Technical Report

2020, (arXiv: 2010.07753).

Abstract | Links | BibTeX | Tags: Algorithms, Computer Science - Machine Learning, HMC, Manifolds, MCMC, Statistics - Machine Learning

Bandeira, Afonso S; Chen, Yutong; Lederman, Roy R; Singer, Amit

Non-unique games over compact groups and orientation estimation in cryo-EM Journal Article

Inverse Problems, 36 (6), pp. 064002, 2020, ISSN: 0266-5611, 1361-6420.

Links | BibTeX | Tags: Algorithms, cryo-EM, Non-unique games, Representation Theory

Brofos, James A; Lederman, Roy R

Non-Canonical Hamiltonian Monte Carlo Technical Report

2020, (arXiv: 2008.08191).

Abstract | Links | BibTeX | Tags: Algorithms, Computer Science - Machine Learning, HMC, MCMC, Statistics - Machine Learning

Lederman, Roy R; Singer, Amit

A representation theory perspective on simultaneous alignment and classification Journal Article

Applied and Computational Harmonic Analysis, pp. S1063520319301034, 2019, ISSN: 10635203.

Links | BibTeX | Tags: Algorithms, cryo-EM, Non-unique games, Representation Theory

Lederman, Roy R; Talmon, Ronen

Learning the geometry of common latent variables using alternating-diffusion Journal Article

Applied and Computational Harmonic Analysis, 44 (3), pp. 509–536, 2018, ISSN: 1063-5203.

Abstract | Links | BibTeX | Tags: Algorithms, Alternating Diffusion, Alternating-diffusion, Common variable, diffusion maps, Diffusion-maps, Multi-view, multimodal, Multimodal analysis, test

Lederman, Roy R

Numerical Algorithms for the Computation of Generalized Prolate Spheroidal Functions Technical Report

2017.

Abstract | Links | BibTeX | Tags: Algorithms, cryo-EM, Fourier Transform, Numerical Analysis, Prolate, Slepian, Software

Lederman, Roy R; Rokhlin, V

On the Analytical and Numerical Properties of the Truncated Laplace Transform. Part II Journal Article

SIAM Journal on Numerical Analysis, 54 (2), pp. 665–687, 2016, ISSN: 0036-1429, 1095-7170.

Links | BibTeX | Tags: Algorithms, Laplace Transform, Numerical Analysis

Lederman, Roy R; Rokhlin, V

On the Analytical and Numerical Properties of the Truncated Laplace Transform I. Journal Article

SIAM Journal on Numerical Analysis, 53 (3), pp. 1214–1235, 2015, ISSN: 0036-1429, 1095-7170.

Links | BibTeX | Tags: Algorithms, Laplace Transform, Numerical Analysis

Lederman, Roy R; Talmon, Ronen

Common Manifold Learning Using Alternating-Diffusion Technical Report

Yale CS (YALEU/DCS/TR-1497), 2014.

Links | BibTeX | Tags: AD, Algorithms, Alternating Diffusion, Manifold Learning

Lederman, Roy R

On the Analytical and Numerical Properties of the Truncated Laplace Transform Technical Report

Yale CS (YALEU/DCS/TR-1490), 2014.

BibTeX | Tags: Algorithms, Laplace Transform, Numerical Analysis

Lederman, Roy R

A permutations-based algorithm for fast alignment of long paired-end reads Technical Report

Yale CS (YALEU/DCS/TR-1474), 2013.

BibTeX | Tags: Algorithms, DNA sequencing, Fast algorithms, Randomized algorithms, Sequencing

Lederman, Roy R

Homopolymer Length Filters Technical Report

Yale CS (YALEU/DCS/TR-1465), 2012.

BibTeX | Tags: Algorithms, DNA sequencing, Sequence Alignment, Sequencing