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Numerical Analysis

294 directly classified papers

Papers per year

Papers

Robust Low-Rank Discovery of Data-Driven Partial Differential Equations AAAI 2020
Learning Algebraic Multigrid Using Graph Neural Networks ICML 2020
Error Estimation for Sketched SVD via the Bootstrap ICML 2020
Fourier Sparse Leverage Scores and Approximate Kernel Learning NIPS 2020
Optimal Iterative Sketching Methods with the Subsampled Randomized Hadamard Transform NIPS 2020
A Locally Adaptive Bayesian Cubature Method AISTATS 2020
Optimal Deterministic Coresets for Ridge Regression AISTATS 2020
Computing Tight Differential Privacy Guarantees Using FFT AISTATS 2020
Adaptive Sketching for Fast and Convergent Canonical Polyadic Decomposition ICML 2020
Kernel interpolation with continuous volume sampling ICML 2020
Near Input Sparsity Time Kernel Embeddings via Adaptive Sampling ICML 2020
Shadowing Properties of Optimization Algorithms NIPS 2019
Sinkhorn Barycenters with Free Support via Frank-Wolfe Algorithm NIPS 2019
Beyond Alternating Updates for Matrix Factorization with Inertial Bregman Proximal Gradient Algorithms NIPS 2019
Convergence-Rate-Matching Discretization of Accelerated Optimization Flows Through Opportunistic State-Triggered Control NIPS 2019
Approximating Orthogonal Matrices with Effective Givens Factorization ICML 2019
An adaptive Mirror-Prox method for variational inequalities with singular operators NIPS 2019
Individual Differences of Airflow and Sound Generation in the Vocal Tract of Sibilant /s/ INTERSPEECH 2019
Solving Vision Problems via Filtering ICCV 2019
Perturbation Analysis of the 8-Point Algorithm: A Case Study for Wide FoV Cameras CVPR 2019
Towards a Method of Dynamic Vocal Tract Shapes Generation by Combining Static 3D and Dynamic 2D MRI Speech Data INTERSPEECH 2019
Fast Mean Estimation with Sub-Gaussian Rates COLT 2019
Stability of Linear Structural Equation Models of Causal Inference UAI 2019
Near Optimal Frequent Directions for Sketching Dense and Sparse Matrices JMLR 2019
Learning-Based Low-Rank Approximations NIPS 2019