Roy R. Lederman
- Maximum likelihood for high-noise group orbit estimation and single-particle cryo-EM
2021/07/02 by Zhou Fan, Fan, Zhou, Roy R. Lederman +7 · 6 citations
Biochemistry, Genetics and Molecular Biology · Materials Science · #Advanced Electron Microscopy Techniques and Applications #Electron and X-Ray Spectroscopy Techniques #FOS: Computer and information sciences #FOS: Mathematics #Information Theory (cs.IT) #Optimization and Control (math.OC) #RNA and protein synthesis mechanisms #Statistics Theory (math.ST)
- Numerical Algorithms for the Computation of Generalized Prolate Spheroidal Functions
2017/10/08 by Roy R. Lederman, Lederman, Roy R. · 3 citations
Computer Science · Mathematics · Physics and Astronomy · #33F05 #42A38 #65D20 #65T99 #Electromagnetic Scattering and Analysis #FOS: Mathematics #Image and Signal Denoising Methods #Numerical Analysis (math.NA) #Statistical and numerical algorithms
- Methods for Cryo-EM Single Particle Reconstruction of Macromolecules having Continuous Heterogeneity
2022/11/19 by Bogdan Toader, Fred J. Sigworth, Toader, Bogdan +3 · 3 citations
Biochemistry, Genetics and Molecular Biology · Materials Science · Physics and Astronomy · #Advanced Electron Microscopy Techniques and Applications #Advanced X-ray Imaging Techniques #Biomolecules (q-bio.BM) #Electron and X-Ray Spectroscopy Techniques #FOS: Biological sciences #Quantitative Methods (q-bio.QM)
- Adaptation of the Independent Metropolis-Hastings Sampler with Normalizing Flow Proposals
2021/10/25 by James A. Brofos, Brofos, James A., Marylou Gabrié +5 · 2 citations
Mathematics · Computer Science · #Markov Chains and Monte Carlo Methods #Statistical Methods and Inference #Bayesian Methods and Mixture Models
- Integrating molecular models into CryoEM heterogeneity analysis using scalable high-resolution deep Gaussian mixture models
2022/11/18 by Muyuan Chen, Chen, Muyuan, Bogdan Toader +3 · 1 citation
Biochemistry, Genetics and Molecular Biology · Materials Science · #Advanced Electron Microscopy Techniques and Applications #Biomolecules (q-bio.BM) #Electron and X-Ray Spectroscopy Techniques #FOS: Biological sciences #Machine Learning in Materials Science #Quantitative Methods (q-bio.QM)