Multiresolution kernel matrix algebra

Cites Work

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The $\mathcal H^2$-wavelet method
On the low-rank approximation by the pivoted Cholesky decomposition
Efficient numerical methods for non-local operators. $\mathcal H^2$-matrix compression, algorithms and analysis.
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Pseudodifferential operators and nonlinear PDE
Samplets: construction and scattered data compression
A fast direct solver for nonlocal operators in wavelet coordinates
Wavelets for density matrix computation in electronic structure calculation
Hierarchical Matrices: Algorithms and Analysis
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A Fast Parallel Algorithm for Selected Inversion of Structured Sparse Matrices with Application to 2D Electronic Structure Calculations
Pseudodifferential and Singular Integral Operators
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The Multifrontal Solution of Indefinite Sparse Symmetric Linear
Generalized Nested Dissection
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Numerical operator calculus in higher dimensions
Large-scale Sparse Inverse Covariance Matrix Estimation
On the Best Approximation of the Hierarchical Matrix Product
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Lattice Rules
Numerical approximation of fractional powers of elliptic operators
A representer theorem for deep kernel learning
Singular Integrals and Boundary Value Problems
Nested Dissection of a Regular Finite Element Mesh
A fast algorithm for particle simulations
High-dimensional approximation with kernel-based multilevel methods on sparse grids

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