Publications

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

AD Algorithms Alternating Diffusion Common variable Computer Science - Computer Vision and Pattern Recognition Computer Science - Machine Learning cryo-EM Deep Learning diffusion maps DNA sequencing Fast algorithms Fourier Transform heterogeneity Heterogeneous multireference alignment HMC HyperMolecules Kernel Laplace Transform Manifold Learning Manifolds Mathematics - Optimization and Control MCMC Multi-view multimodal Numerical Analysis Representation Theory Search Problem Sequence Alignment Sequencing signal processing Software standard manifold learning method Statistics - Machine Learning time series Zernike

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Brofos, James; Lederman, Roy R

Evaluating the Implicit Midpoint Integrator for Riemannian Hamiltonian Monte Carlo Inproceedings

In: International Conference on Machine Learning, pp. 1072–1081, PMLR, 2021, (ISSN: 2640-3498).

Links | BibTeX | Tags: HMC, Manifolds, MCMC, Numerical 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; 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

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