Publications

The most recent list can be found on on google scholar.

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Brofos, James A; Brubaker, Marcus A; Lederman, Roy R

Manifold Density Estimation via Generalized Dequantization Technical Report

2021, (arXiv: 2102.07143).

Abstract | Links | BibTeX | Tags: Algorithms, Computer Science - Machine Learning, Density estimation, Manifolds, Statistics - Machine Learning

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

In: Inverse Problems, vol. 36, no. 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

In: Applied and Computational Harmonic Analysis, vol. 49, no. 3, pp. 1001–1024, 2020, ISSN: 1063-5203.

Abstract | Links | BibTeX | Tags: Algorithms, Alignment, Classification, cryo-EM, Graph-cut, heterogeneity, Heterogeneous multireference alignment, Representation Theory, Rotation group, SDP, Synchronization

Lederman, Roy R; Talmon, Ronen

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

In: Applied and Computational Harmonic Analysis, vol. 44, no. 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

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; Singer, Amit

A Representation Theory Perspective on Simultaneous Alignment and Classification Technical Report

no. arXiv:1607.03464 [cs, math], 2016, (arXiv: 1607.03464).

Abstract | Links | BibTeX | Tags: Algorithms, Computer Science - Computer Vision and Pattern Recognition, cryo-EM, Mathematics - Optimization and Control, Representation Theory

Lederman, Roy R; Rokhlin, V

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

In: SIAM Journal on Numerical Analysis, vol. 54, no. 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

In: SIAM Journal on Numerical Analysis, vol. 53, no. 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 no. 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 PhD Thesis

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

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 no. 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 no. YALEU/DCS/TR-1465, 2012.

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