| Publication | Date of Publication | Type |
|---|
| Operator shifting for model-based policy evaluation | 2024-04-11 | Paper |
| Solving inverse problems with deep learning | 2024-03-22 | Paper |
| Accelerating Primal-Dual Methods for Regularized Markov Decision Processes | 2024-02-27 | Paper |
| Operator shifting for noisy elliptic systems | 2024-01-16 | Paper |
| Solving high-dimensional Fokker-Planck equation with functional hierarchical tensor | 2023-12-12 | Paper |
| Combining resampling and reweighting for faithful stochastic optimization | 2023-11-28 | Paper |
| Double Flip Move for Ising Models with Mixed Boundary Conditions | 2023-10-16 | Paper |
| Approximate Newton Policy Gradient Algorithms | 2023-10-12 | Paper |
| A note on spike localization for line spectrum estimation | 2023-09-19 | Paper |
| High-dimensional density estimation with tensorizing flow | 2023-07-21 | Paper |
| Generative modeling via tree tensor network states | 2023-05-10 | Paper |
| Variational actor-critic algorithms, | 2023-05-08 | Paper |
| Computing Free Convolutions via Contour Integrals | 2023-05-02 | Paper |
| Solving traveltime tomography with deep learning | 2023-04-26 | Paper |
| Operator Shifting for General Noisy Matrix Systems | 2023-03-30 | Paper |
| Coarse-proxy reduced basis methods for integral equations | 2023-02-03 | Paper |
| Efficient long-range convolutions for point clouds | 2022-11-29 | Paper |
| Solving optical tomography with deep learning | 2022-10-13 | Paper |
| Analytic continuation from limited noisy Matsubara data | 2022-09-24 | Paper |
| Pole recovery from noisy data on imaginary axis | 2022-09-22 | Paper |
| A Riemannian mean field formulation for two-layer neural networks with batch normalization | 2022-07-22 | Paper |
| Achieving Adversarial Robustness Requires An Active Teacher | 2022-05-27 | Paper |
| Annealed importance sampling for Ising models with mixed boundary conditions | 2022-05-17 | Paper |
| Sobolev Acceleration and Statistical Optimality for Learning Elliptic Equations via Gradient Descent | 2022-05-15 | Paper |
| Solving inverse wave scattering with deep learning | 2022-05-10 | Paper |
| A semigroup method for high dimensional elliptic PDEs and eigenvalue problems based on neural networks | 2022-05-04 | Paper |
| Approximate inversion of discrete Fourier integral operators | 2022-04-29 | Paper |
| A simple multiscale method for mean field games | 2022-04-22 | Paper |
| A note on optimization formulations of Markov decision processes | 2022-04-22 | Paper |
| On Lyapunov functions and particle methods for regularized minimax problems | 2022-04-14 | Paper |
| Meta-learning pseudo-differential operators with deep neural networks | 2022-04-08 | Paper |
| Analytic continuation from limited noisy Matsubara data | 2022-02-19 | Paper |
| A sharp convergence rate for a model equation of the asynchronous stochastic gradient descent | 2021-12-08 | Paper |
| Hierarchical low-rank structure of parameterized distributions | 2021-12-08 | Paper |
| On the gradient flow structure of the isotropic Landau equation | 2021-12-08 | Paper |
| Solving parametric PDE problems with artificial neural networks | 2021-12-08 | Paper |
| Machine Learning For Elliptic PDEs: Fast Rate Generalization Bound, Neural Scaling Law and Minimax Optimality | 2021-10-13 | Paper |
| An Efficient Dynamical Low-Rank Algorithm for the Boltzmann-BGK Equation Close to the Compressible Viscous Flow Regime | 2021-09-22 | Paper |
| Efficient Construction of Tensor Ring Representations from Sampling | 2021-08-16 | Paper |
| Stochastic modified equations for the asynchronous stochastic gradient descent | 2021-08-16 | Paper |
| Shrinkage Estimation of Functions of Large Noisy Symmetric Matrices | 2021-06-09 | Paper |
| Natural gradient for combined loss using wavelets | 2021-05-28 | Paper |
| A heuristic independent particle approximation to determinantal point processes | 2021-05-17 | Paper |
| A semigroup method for high dimensional elliptic PDEs and eigenvalue problems based on neural networks | 2021-05-07 | Paper |
| Approximate inversion of discrete Fourier integral operators | 2021-05-06 | Paper |
| Multilevel Fine-Tuning: Closing Generalization Gaps in Approximation of Solution Maps under a Limited Budget for Training Data | 2021-04-08 | Paper |
| Semidefinite Relaxation of Multimarginal Optimal Transport for Strictly Correlated Electrons in Second Quantization | 2021-01-29 | Paper |
| Solving electrical impedance tomography with deep learning | 2021-01-28 | Paper |
| Analytical Low-Rank Compression via Proxy Point Selection | 2021-01-26 | Paper |
| Hierarchical interpolative factorization preconditioner for parabolic equations | 2021-01-21 | Paper |
| A semigroup method for high dimensional committor functions based on neural network | 2020-12-12 | Paper |
| BCR-net: A neural network based on the nonstandard wavelet form | 2020-12-10 | Paper |
| Fast algorithms for integral formulations of steady-state radiative transfer equation | 2020-12-09 | Paper |
| Mirror descent algorithms for minimizing interacting free energy | 2020-10-15 | Paper |
| Efficient Long-Range Convolutions for Point Clouds | 2020-10-11 | Paper |
| Distributed-memory $\mathcal{H}$-matrix Algebra I: Data Distribution and Matrix-vector Multiplication | 2020-08-27 | Paper |
| A Simple Multiscale Method for Mean Field Games | 2020-07-09 | Paper |
| A Simple Solver for the Fractional Laplacian in Multiple Dimensions | 2020-04-28 | Paper |
| Maximizing robustness of point-set registration by leveraging non-convexity | 2020-04-19 | Paper |
| Recursively preconditioned hierarchical interpolative factorization for elliptic partial differential equations | 2020-04-07 | Paper |
| A Multiscale Neural Network Based on Hierarchical Matrices | 2020-03-31 | Paper |
| Borrowing From the Future: An Attempt to Address Double Sampling | 2019-11-30 | Paper |
| Solving Traveltime Tomography with Deep Learning | 2019-11-25 | Paper |
| Hessian transport gradient flows | 2019-11-18 | Paper |
| Coarse-Proxy Reduced Basis Methods for Integral Equations | 2019-11-13 | Paper |
| Simple, direct and efficient multi-way spectral clustering | 2019-11-07 | Paper |
| SwitchNet: A Neural Network Model for Forward and Inverse Scattering Problems | 2019-10-29 | Paper |
| Convex Relaxation Approaches for Strictly Correlated Density Functional Theory | 2019-09-16 | Paper |
| Numerical methods for Kohn–Sham density functional theory | 2019-08-28 | Paper |
| A multiscale neural network based on hierarchical nested bases | 2019-08-21 | Paper |
| Solving for high-dimensional committor functions using artificial neural networks | 2019-08-20 | Paper |
| Meta-learning Pseudo-differential Operators with Deep Neural Networks | 2019-06-16 | Paper |
| An Entropic Fourier Method for the Boltzmann Equation | 2018-09-26 | Paper |
| A multiscale neural network based on hierarchical nested bases | 2018-08-04 | Paper |
| Multidimensional butterfly factorization | 2018-04-12 | Paper |
| Fast algorithm for periodic density fitting for Bloch waves | 2018-01-19 | Paper |
| Tensor Network Skeletonization | 2018-01-17 | Paper |
| Fast Spatial Gaussian Process Maximum Likelihood Estimation via Skeletonization Factorizations | 2018-01-17 | Paper |
| SCDM-k: localized orbitals for solids via selected columns of the density matrix | 2017-12-13 | Paper |
| Computing Localized Representations of the Kohn--Sham Subspace Via Randomization and Refinement | 2017-12-13 | Paper |
| Distributed-memory hierarchical interpolative factorization | 2017-10-10 | Paper |
| Adaptively Compressed Polarizability Operator for Accelerating Large Scale Ab Initio Phonon Calculations | 2017-05-30 | Paper |
| A Recursive Skeletonization Factorization Based on Strong Admissibility | 2017-05-30 | Paper |
| SelInv---An Algorithm for Selected Inversion of a Sparse Symmetric Matrix | 2017-05-19 | Paper |
| A fast nested dissection solver for Cartesian 3D elliptic problems using hierarchical matrices | 2016-12-05 | Paper |
| Compression of the electron repulsion integral tensor in tensor hypercontraction format with cubic scaling cost | 2016-12-05 | Paper |
| Sparsifying preconditioner for soliton calculations | 2016-12-05 | Paper |
| Hierarchical Interpolative Factorization for Elliptic Operators: Differential Equations | 2016-08-08 | Paper |
| Hierarchical Interpolative Factorization for Elliptic Operators: Integral Equations | 2016-06-16 | Paper |
| Crystal Image Analysis Using 2D Synchrosqueezed Transforms | 2016-01-11 | Paper |
| A Technique for Updating Hierarchical Skeletonization-Based Factorizations of Integral Operators | 2016-01-11 | Paper |
| Fast Directional Computation of High Frequency Boundary Integrals via Local FFTs | 2015-07-30 | Paper |
| Sparsifying Preconditioner for Pseudospectral Approximations of Indefinite Systems on Periodic Structures | 2015-07-30 | Paper |
| A Multiscale Butterfly Algorithm for Multidimensional Fourier Integral Operators | 2015-07-30 | Paper |
| Sparsifying Preconditioner for the Lippmann--Schwinger Equation | 2015-07-30 | Paper |
| Butterfly Factorization | 2015-07-30 | Paper |
| Directional Preconditioner for 2D High Frequency Obstacle Scattering | 2015-07-30 | Paper |
| Pole Expansion for Solving a Type of Parametrized Linear Systems in Electronic Structure Calculations | 2015-03-02 | Paper |
| A fast algorithm for the energy space boson Boltzmann collision operator | 2015-01-30 | Paper |
| A Parallel Directional Fast Multipole Method | 2014-11-17 | Paper |
| Synchrosqueezed Curvelet Transform for Two-Dimensional Mode Decomposition | 2014-09-05 | Paper |
| Sweeping preconditioners for elastic wave propagation with spectral element methods | 2014-08-22 | Paper |
| A Parallel Butterfly Algorithm | 2014-05-26 | Paper |
| A fast algorithm for reiterated homogenization | 2014-04-07 | Paper |
| Synchrosqueezed Wave Packet Transform for 2D Mode Decomposition | 2014-01-23 | Paper |
| A Parallel Sweeping Preconditioner for Heterogeneous 3D Helmholtz Equations | 2013-09-11 | Paper |
| A Convergent Multiscale Gaussian-Beam Parametrix for the Wave Equation | 2013-04-22 | Paper |
| A pedestrian introduction to fast multipole methods | 2013-01-28 | Paper |
| A fast spectral algorithm for the quantum Boltzmann collision operator | 2012-12-29 | Paper |
| A sweeping preconditioner for Yee's finite difference approximation of time-harmonic Maxwell's equations | 2012-12-07 | Paper |
| A Butterfly Algorithm for Synthetic Aperture Radar Imaging | 2012-09-14 | Paper |
| Fast Algorithms for High Frequency Wave Propagation | 2012-08-21 | Paper |
| Optimized local basis set for Kohn-Sham density functional theory | 2012-08-19 | Paper |
| Fast wave computation via Fourier integral operators | 2012-06-29 | Paper |
| A fast algorithm for multilinear operators | 2012-06-13 | Paper |
| A fast direct solver for elliptic problems on general meshes in 2D | 2012-05-18 | Paper |
| Adaptive local basis set for Kohn-Sham density functional theory in a discontinuous Galerkin framework. I: Total energy calculation | 2012-05-18 | Paper |
| A sweeping preconditioner for time-harmonic Maxwell's equations with finite elements | 2012-05-14 | Paper |
| Second kind integral equations for the first kind Dirichlet problem of the biharmonic equation in three dimensions | 2011-12-28 | Paper |
| A Fast Parallel Algorithm for Selected Inversion of Structured Sparse Matrices with Application to 2D Electronic Structure Calculations | 2011-12-07 | Paper |
| Sweeping Preconditioner for the Helmholtz Equation: Moving Perfectly Matched Layers | 2011-11-17 | Paper |
| FAST METHOD FOR HIGH-FREQUENCY ACOUSTIC SCATTERING FROM RANDOM SCATTERERS | 2011-09-23 | Paper |
| A fast directional algorithm for high-frequency electromagnetic scattering | 2011-07-13 | Paper |
| Fast construction of hierarchical matrix representation from matrix-vector multiplication | 2011-06-15 | Paper |
| Sweeping preconditioner for the Helmholtz equation: Hierarchical matrix representation | 2011-04-27 | Paper |
| Discrete Symbol Calculus | 2011-03-25 | Paper |
| Fast Multiscale Gaussian Wavepacket Transforms and Multiscale Gaussian Beams for the Wave Equation | 2011-03-22 | Paper |
| Scattering in flatland: Efficient representations via wave atoms | 2010-10-08 | Paper |
| Fast Gaussian wavepacket transforms and Gaussian beams for the Schrödinger equation | 2010-09-15 | Paper |
| Fast directional algorithms for the Helmholtz kernel | 2010-06-10 | Paper |
| Sparse Fourier Transform via Butterfly Algorithm | 2010-06-10 | Paper |
| Fast Computation of Partial Fourier Transforms | 2010-03-30 | Paper |
| Fast algorithm for extracting the diagonal of the inverse matrix with application to the electronic structure analysis of metallic systems | 2010-01-13 | Paper |
| Pole-based approximation of the Fermi-Dirac function | 2010-01-04 | Paper |
| A Fast Butterfly Algorithm for the Computation of Fourier Integral Operators | 2009-12-21 | Paper |
| Wave atoms and time upscaling of wave equations | 2009-07-24 | Paper |
| A fast directional algorithm for high frequency acoustic scattering in two dimensions | 2009-07-22 | Paper |
| Fast Algorithms for Boundary Integral Equations | 2009-03-12 | Paper |
| Fast Computation of Fourier Integral Operators | 2008-12-10 | Paper |
| Fast Directional Multilevel Algorithms for Oscillatory Kernels | 2008-08-01 | Paper |
| Fast Directional Computation for the High Frequency Helmholtz Kernel in Two Dimensions | 2008-02-27 | Paper |
| Wave atoms and sparsity of oscillatory patterns | 2008-01-08 | Paper |
| Fast Discrete Curvelet Transforms | 2007-09-07 | Paper |
| Fast geodesics computation with the phase flow method | 2007-01-09 | Paper |
| The phase flow method | 2007-01-09 | Paper |
| A high-order 3D boundary integral equation solver for elliptic PDEs in smooth domains | 2006-12-07 | Paper |
| A kernel independent fast multipole algorithm for radial basis functions | 2006-04-28 | Paper |
| A kernel-independent adaptive fast multipole algorithm in two and three dimensions | 2004-08-06 | Paper |
| A fast solver for the Stokes equations with distributed forces in complex geometries. | 2004-01-14 | Paper |
