Amit Singer
- Mathematics of Data Science
2026/07/11 by Afonso S. Bandeira, Amit Singer, Thomas Strohmer · 15 voices
#cs.LG #cs.AI #cs.IT #math.PR
- Vector Diffusion Maps and the Connection Laplacian
2011/02/01 by Amit Singer, Hau‐Tieng Wu, Singer, Amit +1 · 10 citations
Computer Science · #Topological and Geometric Data Analysis #Image Retrieval and Classification Techniques #Neural Networks and Applications
- The Spectrum of Random Inner-product Kernel Matrices
2012/02/14 by Xiuyuan Cheng, Cheng, Xiuyuan, Amit Singer +1 · 5 citations
Mathematics · #62H10 #FOS: Mathematics #Geometry and complex manifolds #Probability (math.PR) #Random Matrices and Applications #Stochastic processes and statistical mechanics
- Narrow Escape, Part I
2004/12/15 by Amit Singer, A. Singer, Singer, A. +8 · 4 citations
Biochemistry, Genetics and Molecular Biology · Mathematics · Physics and Astronomy · #Diffusion and Search Dynamics #Stochastic processes and statistical mechanics #math-ph #math.MP #math.PR #msc:58J05 #msc:58J32 #msc:58J37 #msc:60J65 #stochastic dynamics and bifurcation
- Exact and Stable Recovery of Rotations for Robust Synchronization
2012/11/11 by Lanhui Wang, Amit Singer, Wang, Lanhui +1 · 4 citations
Engineering · Medicine · #Sparse and Compressive Sensing Techniques #Advanced MRI Techniques and Applications #Medical Imaging Techniques and Applications
- Uniqueness of Low-Rank Matrix Completion by Rigidity Theory
2009/02/23 by Amit Singer, Singer, Amit, Mihai Cucuringu +1 · 4 citations
Computer Science · Engineering · Mathematics · #Advanced Optimization Algorithms Research #Advanced Vision and Imaging #FOS: Computer and information sciences #Machine Learning (cs.LG) #Sparse and Compressive Sensing Techniques
- Partially Reflected Diffusion
2006/06/19 by Amit Singer, Singer, A., Z. Schuss +3 · 2 citations
Physics and Astronomy · Decision Sciences · Biochemistry, Genetics and Molecular Biology · #stochastic dynamics and bifurcation #Probabilistic and Robust Engineering Design #Diffusion and Search Dynamics
- Graph Laplacian Tomography From Unknown Random Projections
2008/09/16 by Ronald R. Coifman, R.R. Coifman, Yoel Shkolnisky +5 · 2 citations
Biochemistry, Genetics and Molecular Biology · Computer Science · #Advanced Electron Microscopy Techniques and Applications #Cell Image Analysis Techniques #Topological and Geometric Data Analysis
- Alignment of Density Maps in Wasserstein Distance
2023/05/21 by Amit Singer, Ruiyi Yang, Singer, Amit +1 · 3 citations
Biochemistry, Genetics and Molecular Biology · Materials Science · #Advanced Electron Microscopy Techniques and Applications #Electron and X-Ray Spectroscopy Techniques #FOS: Biological sciences #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Machine Learning (stat.ML) #Machine Learning in Materials Science #Quantitative Methods (q-bio.QM) #electronic engineering #information engineering
- Narrow Escape, Part III: Riemann surfaces and non-smooth domains
2004/12/15 by Amit Singer, A. Singer, Z. Schuss +5 · 1 citation
Biochemistry, Genetics and Molecular Biology · Mathematics · Neuroscience · Physics and Astronomy · #58J05 #58J32 #58J37 #60J65 #Diffusion and Search Dynamics #FOS: Mathematics #FOS: Physical sciences #Force Microscopy Techniques and Applications #Mathematical Physics (math-ph) #Neuroscience and Neuropharmacology Research #Probability (math.PR) #math-ph #math.MP #math.PR #msc:58J05 #msc:58J32 #msc:58J37 #msc:60J65
- Narrow Escape, Part II: The circular disk
2004/12/15 by A. Singer, Amit Singer, Singer, A. +5 · 1 citation
Biochemistry, Genetics and Molecular Biology · Mathematics · Neuroscience · Physics and Astronomy · #58J05 #58J32 #58J37 #60J65 #FOS: Mathematics #FOS: Physical sciences #Mathematical Physics (math-ph) #Microtubule and mitosis dynamics #Neuroscience and Neuropharmacology Research #Probability (math.PR) #math-ph #math.MP #math.PR #msc:58J05 #msc:58J32 #msc:58J37 #msc:60J65
- Fast expansion into harmonics on the disk: a steerable basis with fast radial convolutions
2022/07/27 by Nicholas F. Marshall, Oscar Mickelin, Marshall, Nicholas F. +3 · 2 citations
Computer Science · Engineering · #Advanced Image Processing Techniques #Advanced Numerical Analysis Techniques #Image and Signal Denoising Methods
- Toward single particle reconstruction without particle picking: Breaking the detection limit
2018/09/29 by Tamir Bendory, Bendory, Tamir, Nicolas Boumal +7 · 2 citations
Biochemistry, Genetics and Molecular Biology · Materials Science · Physics and Astronomy · #Advanced Electron Microscopy Techniques and Applications #Advanced X-ray Imaging Techniques #Electron and X-Ray Spectroscopy Techniques #FOS: Computer and information sciences #Information Theory (cs.IT)
- Sparse multi-reference alignment: sample complexity and computational hardness
2021/09/23 by Tamir Bendory, Oscar Mickelin, Bendory, Tamir +3 · 1 citation
Biochemistry, Genetics and Molecular Biology · Materials Science · Physics and Astronomy · #Advanced Electron Microscopy Techniques and Applications #Advanced X-ray Imaging Techniques #Electron and X-Ray Spectroscopy Techniques #FOS: Computer and information sciences #FOS: Electrical engineering #Information Theory (cs.IT) #Signal Processing (eess.SP) #electronic engineering #information engineering
- Subspace method of moments for ab initio 3-D single-particle cryo-EM reconstruction
2024/10/09 by Jeremy Hoskins, Hoskins, Jeremy, Yuehaw Khoo +7 · 3 citations
Biochemistry, Genetics and Molecular Biology · #Advanced Electron Microscopy Techniques and Applications #FOS: Mathematics #Numerical Analysis (math.NA)
- Anisotropic twicing for single particle reconstruction using autocorrelation analysis
2017/04/26 by Tejal Bhamre, Bhamre, Tejal, Teng Zhang +3 · 1 citation
Computer Science · Engineering · Physics and Astronomy · #3D Shape Modeling and Analysis #Advanced X-ray Imaging Techniques #Applications (stat.AP) #Biomolecules (q-bio.BM) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Biological sciences #FOS: Computer and information sciences #Methodology (stat.ME) #Optical measurement and interference techniques
- Ab-initio Contrast Estimation and Denoising of Cryo-EM Images
2022/02/15 by Yunpeng Shi, Shi, Yunpeng, Amit Singer +1 · 1 citation
Earth and Planetary Sciences · #Cryospheric studies and observations #Climate change and permafrost