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Numerical Analysis

294 directly classified papers

Papers per year

Papers

Spectral Gap Error Bounds for Improving CUR Matrix Decomposition and the Nyström Method AISTATS 2015
Large-scale log-determinant computation through stochastic Chebyshev expansions ICML 2015
A Simple Homotopy Algorithm for Compressive Sensing AISTATS 2015
Spectral Representations for Convolutional Neural Networks NIPS 2015
An Explicit Sampling Dependent Spectral Error Bound for Column Subset Selection ICML 2015
A Wavefront Marching Method for Solving the Eikonal Equation on Cartesian Grids ICCV 2015
3D Surface Profilometry Using Phase Shifting of De Bruijn Pattern ICCV 2015
Intrinsic Scene Decomposition From RGB-D images ICCV 2015
Point Triangulation Through Polyhedron Collapse Using the l[?] Norm ICCV 2015
Fast Randomized Singular Value Thresholding for Nuclear Norm Minimization CVPR 2015
Column Selection via Adaptive Sampling NIPS 2015
Adaptive Primal-Dual Splitting Methods for Statistical Learning and Image Processing NIPS 2015
Super-Resolution Off the Grid NIPS 2015
Randomized Block Krylov Methods for Stronger and Faster Approximate Singular Value Decomposition NIPS 2015
Fast, Provable Algorithms for Isotonic Regression in all L_p-norms NIPS 2015
Quasi-Monte Carlo Feature Maps for Shift-Invariant Kernels ICML 2014
Efficient Approximation of Cross-Validation for Kernel Methods using Bouligand Influence Function ICML 2014
Scalable Methods for Nonnegative Matrix Factorizations of Near-separable Tall-and-skinny Matrices NIPS 2014
Manopt, a Matlab Toolbox for Optimization on Manifolds JMLR 2014
Putting MRFs on a Tensor Train ICML 2014
Signal recovery from Pooling Representations ICML 2014
Probabilistic ODE Solvers with Runge-Kutta Means NIPS 2014
Fourier Analysis on Transient Imaging with a Multifrequency Time-of-Flight Camera CVPR 2014
Efficient Algorithms and Error Analysis for the Modified Nystrom Method AISTATS 2014
Dense Non-rigid Point-Matching Using Random Projections CVPR 2013