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Numerical Analysis

349 papers

Papers per year

2
19
32
12
'10
'15
'20
'25

Papers

Optimal Sketching for Trace Estimation NIPS 2021
Multiwavelet-based Operator Learning for Differential Equations NIPS 2021
Fast and accurate randomized algorithms for low-rank tensor decompositions NIPS 2021
An analysis of Ermakov-Zolotukhin quadrature using kernels NIPS 2021
Dynamic Trace Estimation NIPS 2021
Low-Rank Registration Based Manifolds for Convection-Dominated PDEs AAAI 2021
Approximate Multiplication of Sparse Matrices with Limited Space AAAI 2021
Higher-order Derivatives of Weighted Finite-state Machines ACL 2021
Fast Statistical Leverage Score Approximation in Kernel Ridge Regression AISTATS 2021
Accumulations of Projections—A Unified Framework for Random Sketches in Kernel Ridge Regression AISTATS 2021
Revisiting the Role of Euler Numerical Integration on Acceleration and Stability in Convex Optimization AISTATS 2021
Rank-one matrix estimation: analytic time evolution of gradient descent dynamics COLT 2021
Near-Optimal Entrywise Sampling of Numerically Sparse Matrices COLT 2021
A Statistical Taylor Theorem and Extrapolation of Truncated Densities COLT 2021
Reduced-Rank Regression with Operator Norm Error COLT 2021
A Priori Generalization Analysis of the Deep Ritz Method for Solving High Dimensional Elliptic Partial Differential Equations COLT 2021
Normal Integration via Inverse Plane Fitting With Minimum Point-to-Plane Distance CVPR 2021
Square Root Bundle Adjustment for Large-Scale Reconstruction CVPR 2021
Multispectral Photometric Stereo for Spatially-Varying Spectral Reflectances: A Well Posed Problem? CVPR 2021
Additive Error Guarantees for Weighted Low Rank Approximation ICML 2021
Analysis of stochastic Lanczos quadrature for spectrum approximation ICML 2021
A Scalable Second Order Method for Ill-Conditioned Matrix Completion from Few Samples ICML 2021
Adaptive Newton Sketch: Linear-time Optimization with Quadratic Convergence and Effective Hessian Dimensionality ICML 2021
Communication-Efficient Distributed SVD via Local Power Iterations ICML 2021
Oblivious Sketching for Logistic Regression ICML 2021