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

Lederman, Roy R; Andén, Joakim; Singer, Amit

Hyper-molecules: on the representation and recovery of dynamical structures for applications in flexible macro-molecules in cryo-EM Journal Article

Inverse Problems, 36 (4), pp. 044005, 2020, ISSN: 0266-5611, 1361-6420.

Links | BibTeX | Tags: cryo-EM, heterogeneity, HyperMolecules, MCMC, Variational inference

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