← Optimization
Mathematics & Optimization › Optimization ›

Numerical Analysis

74 directly classified papers

Papers per year

Papers

Learning Interface Conditions in Domain Decomposition Solvers NIPS 2022
Dynamic Tensor Product Regression NIPS 2022
On the Instability of Relative Pose Estimation and RANSAC's Role CVPR 2022
Optimal Sketching for Trace Estimation NIPS 2021
Additive Error Guarantees for Weighted Low Rank Approximation ICML 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
A Sharp Blockwise Tensor Perturbation Bound for Orthogonal Iteration JMLR 2021
Fast and accurate randomized algorithms for low-rank tensor decompositions NIPS 2021
Multiwavelet-based Operator Learning for Differential Equations NIPS 2021
A Comprehensively Tight Analysis of Gradient Descent for PCA NIPS 2021
Optimal Iterative Sketching Methods with the Subsampled Randomized Hadamard Transform NIPS 2020
Learning Algebraic Multigrid Using Graph Neural Networks ICML 2020
Interpolation Technique to Speed Up Gradients Propagation in Neural ODEs NIPS 2020
Numerically Solving Parametric Families of High-Dimensional Kolmogorov Partial Differential Equations via Deep Learning NIPS 2020
Entrywise convergence of iterative methods for eigenproblems NIPS 2020
Multipole Graph Neural Operator for Parametric Partial Differential Equations NIPS 2020
Minimal Solvers for Mini-Loop Closures in 3D Multi-Scan Alignment CVPR 2019
A Robust and Efficient Algorithm for the PnL Problem Using Algebraic Distance to Approximate the Reprojection Distance AAAI 2019
Perturbation Analysis of the 8-Point Algorithm: A Case Study for Wide FoV Cameras CVPR 2019
Principal Component Projection and Regression in Nearly Linear Time through Asymmetric SVRG NIPS 2019
Efficient Symmetric Norm Regression via Linear Sketching NIPS 2019
Gen-Oja: Simple & Efficient Algorithm for Streaming Generalized Eigenvector Computation NIPS 2018
Scaling Gaussian Process Regression with Derivatives NIPS 2018