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Numerical Analysis

294 directly classified papers

Papers per year

Papers

Multigrid Backprojection Super–Resolution and Deep Filter Visualization AAAI 2019
Sublinear Time Numerical Linear Algebra for Structured Matrices AAAI 2019
Sign-Full Random Projections AAAI 2019
Convergence Guarantees for Adaptive Bayesian Quadrature Methods NIPS 2019
Low-Precision Random Fourier Features for Memory-constrained Kernel Approximation AISTATS 2019
Tight Dimensionality Reduction for Sketching Low Degree Polynomial Kernels NIPS 2019
Gradient Dynamics of Shallow Univariate ReLU Networks NIPS 2019
Acceleration via Symplectic Discretization of High-Resolution Differential Equations NIPS 2019
A Bayes-Sard Cubature Method NIPS 2018
Signal and Noise Statistics Oblivious Orthogonal Matching Pursuit ICML 2018
Error Estimation for Randomized Least-Squares Algorithms via the Bootstrap ICML 2018
A Tight Bound of Hard Thresholding JMLR 2018
Analytical Derivatives of Rigid Body Dynamics Algorithms RSS 2018
Fully Understanding The Hashing Trick NIPS 2018
Implicit Probabilistic Integrators for ODEs NIPS 2018
Quadrature-based features for kernel approximation NIPS 2018
An Iterative, Sketching-based Framework for Ridge Regression ICML 2018
A Spectral Approach for the Design of Experiments: Design, Analysis and Algorithms JMLR 2018
An Optimization Framework for Recovery of Speech from Phase-Encoded Spectrograms INTERSPEECH 2018
Relating Leverage Scores and Density using Regularized Christoffel Functions NIPS 2018
Leveraging Well-Conditioned Bases: Streaming and Distributed Summaries in Minkowski $p$-Norms ICML 2018
Sublinear Time Low-Rank Approximation of Distance Matrices NIPS 2018
Testing Sparsity over Known and Unknown Bases ICML 2018
Optimal Structured Light à La Carte CVPR 2018
Linear Spectral Estimators and an Application to Phase Retrieval ICML 2018