🏛️ The Numerical Analysis Crypt

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Spectrally Grouped Total Variation Reconstruction for Scatter Imaging Using ADMM

Ikenna Odinaka, Yan Kaganovsky, ... (+6 more)

math.NA 🏛 Nuclear Science Symposium and Medical Imaging Conference 📚 10 cites 10 years ago

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Multi-way Monte Carlo Method for Linear Systems

Tao Wu, David F. Gleich

math.NA 🏛 SIAM Journal on Scientific Computing 📚 10 cites 9 years ago

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Bayesian Matrix Completion via Adaptive Relaxed Spectral Regularization

Yang Song, Jun Zhu

math.NA 🏛 AAAI 📚 10 cites 10 years ago

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Riemannian preconditioning for tensor completion

Hiroyuki Kasai, Bamdev Mishra

math.NA 🏛 arXiv 📚 10 cites 10 years ago

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Reduced Basis Decomposition: a Certified and Fast Lossy Data Compression Algorithm

Yanlai Chen

math.NA 🏛 Computers and Mathematics with Applications 📚 10 cites 11 years ago

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To be or not to be stable, that is the question: understanding neural networks for inverse problems

Davide Evangelista, James Nagy, ... (+2 more)

math.NA 🏛 SIAM Journal on Scientific Computing 📚 10 cites 3 years ago

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Cooperative data-driven modeling

Aleksandr Dekhovich, O. Taylan Turan, ... (+2 more)

math.NA 🏛 Computer Methods in Applied Mechanics and Engineering 📚 10 cites 3 years ago

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Multiresolution kernel matrix algebra

H. Harbrecht, M. Multerer, ... (+2 more)

math.NA 🏛 Numerische Mathematik 📚 10 cites 3 years ago

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Randomized matrix-free quadrature: unified and uniform bounds for stochastic Lanczos quadrature and the kernel polynomial method

Tyler Chen, Thomas Trogdon, Shashanka Ubaru

math.NA 🏛 SIAM Journal on Scientific Computing 📚 10 cites 4 years ago

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Neural networks for bifurcation and linear stability analysis of steady states in partial differential equations

Muhammad Luthfi Shahab, Hadi Susanto

math.NA 🏛 Applied Mathematics and Computation 📚 9 cites 1 year ago

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A note on spike localization for line spectrum estimation

Haoya Li, Hongkang Ni, Lexing Ying

math.NA 🏛 Applied and Computational Harmonic Analysis 📚 9 cites 3 years ago

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Deep neural network for solving differential equations motivated by Legendre-Galerkin approximation

Bryce Chudomelka, Youngjoon Hong, ... (+2 more)

math.NA 🏛 International Journal of Numerical Analysis and Modeling 📚 9 cites 5 years ago

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On the approximation of rough functions with deep neural networks

Tim De Ryck, Siddhartha Mishra, Deep Ray

math.NA 🏛 SeMA Journal 📚 9 cites 6 years ago

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Strapdown Attitude Computation: Functional Iterative Integration versus Taylor Series Expansion

Yuanxin Wu, Yury A. Litmanovich

math.NA 🏛 Gyroscopy and Navigation 📚 9 cites 6 years ago

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Comparison of Accuracy and Scalability of Gauss-Newton and Alternating Least Squares for CP Decomposition

Navjot Singh, Linjian Ma, ... (+2 more)

math.NA 🏛 arXiv 📚 9 cites 6 years ago

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Machine learning for accelerating effective property prediction for poroelasticity problem in stochastic media

Maria Vasilyeva, Aleksey Tyrylgin

math.NA 🏛 arXiv 📚 9 cites 7 years ago

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Linkage between piecewise constant Mumford-Shah model and ROF model and its virtue in image segmentation

Xiaohao Cai, Raymond Chan, ... (+3 more)

math.NA 🏛 arXiv 📚 9 cites 7 years ago

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PDE-constrained LDDMM via geodesic shooting and inexact Gauss-Newton-Krylov optimization using the incremental adjoint Jacobi equations

Monica Hernandez

math.NA 🏛 Physics in Medicine and Biology 📚 9 cites 7 years ago

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Sketching for Principal Component Regression

Liron Mor-Yosef, Haim Avron

math.NA 🏛 SIAM Journal on Matrix Analysis and Applications 📚 9 cites 8 years ago

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Conditioning of partial nonuniform Fourier matrices with clustered nodes

Dmitry Batenkov, Laurent Demanet, ... (+2 more)

math.NA 🏛 arXiv 📚 9 cites 7 years ago

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Bézier curves that are close to elastica

David Brander, J. Andreas Bærentzen, ... (+2 more)

math.NA 🏛 Comput. Aided Des. 📚 9 cites 8 years ago

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A network that learns Strassen multiplication

Veit Elser

math.NA 🏛 JMLR 📚 9 cites 10 years ago

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Exact Recovery of Discrete Measures from Wigner D-Moments

F. Filbir, K. Schröder

math.NA 🏛 arXiv 📚 9 cites 9 years ago

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Parallel MMF: a Multiresolution Approach to Matrix Computation

Risi Kondor, Nedelina Teneva, Pramod K. Mudrakarta

math.NA 🏛 arXiv 📚 9 cites 10 years ago