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Numerical Analysis

349 papers

Papers per year

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

Papers

A Simple Homotopy Algorithm for Compressive Sensing AISTATS 2015
On the Minimal Problems of Low-Rank Matrix Factorization CVPR 2015
Fast Randomized Singular Value Thresholding for Nuclear Norm Minimization CVPR 2015
Point Triangulation Through Polyhedron Collapse Using the l[?] Norm ICCV 2015
Intrinsic Scene Decomposition From RGB-D images ICCV 2015
3D Surface Profilometry Using Phase Shifting of De Bruijn Pattern ICCV 2015
A Wavefront Marching Method for Solving the Eikonal Equation on Cartesian Grids ICCV 2015
Spectral Clustering via the Power Method - Provably ICML 2015
An Explicit Sampling Dependent Spectral Error Bound for Column Subset Selection ICML 2015
Large-scale log-determinant computation through stochastic Chebyshev expansions ICML 2015
Exponential Integration for Hamiltonian Monte Carlo ICML 2015
large scale canonical correlation analysis with iterative least squares NIPS 2014
The Noisy Power Method: A Meta Algorithm with Applications NIPS 2014
Subspace Embeddings for the Polynomial Kernel NIPS 2014
DFacTo: Distributed Factorization of Tensors NIPS 2014
Scalable Methods for Nonnegative Matrix Factorizations of Near-separable Tall-and-skinny Matrices NIPS 2014
Probabilistic ODE Solvers with Runge-Kutta Means NIPS 2014
Efficient Algorithms and Error Analysis for the Modified Nystrom Method AISTATS 2014
Fourier Analysis on Transient Imaging with a Multifrequency Time-of-Flight Camera CVPR 2014
Efficient Approximation of Cross-Validation for Kernel Methods using Bouligand Influence Function ICML 2014
Quasi-Monte Carlo Feature Maps for Shift-Invariant Kernels ICML 2014
Signal recovery from Pooling Representations ICML 2014
Putting MRFs on a Tensor Train ICML 2014
Manopt, a Matlab Toolbox for Optimization on Manifolds JMLR 2014
New Subsampling Algorithms for Fast Least Squares Regression NIPS 2013