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Numerical Analysis

74 directly classified papers

Papers per year

Papers

Hardware-Efficient Guided Image Filtering for Multi-Label Problem CVPR 2017
Fixed-Rank Approximation of a Positive-Semidefinite Matrix from Streaming Data NIPS 2017
Solving Most Systems of Random Quadratic Equations NIPS 2017
LazySVD: Even Faster SVD Decomposition Yet Without Agonizing Pain NIPS 2016
A Direct Least-Squares Solution to the PnP Problem With Unknown Focal Length CVPR 2016
Fast Detection of Curved Edges at Low SNR CVPR 2016
Solving Ridge Regression using Sketched Preconditioned SVRG ICML 2016
Coordinate-wise Power Method NIPS 2016
Exponential Integration for Hamiltonian Monte Carlo ICML 2015
A Pseudo-Euclidean Iteration for Optimal Recovery in Noisy ICA NIPS 2015
On the Minimal Problems of Low-Rank Matrix Factorization CVPR 2015
Fast Randomized Singular Value Thresholding for Nuclear Norm Minimization CVPR 2015
Spectral Clustering via the Power Method - Provably ICML 2015
The Noisy Power Method: A Meta Algorithm with Applications NIPS 2014
DFacTo: Distributed Factorization of Tensors NIPS 2014
Subspace Embeddings for the Polynomial Kernel NIPS 2014
large scale canonical correlation analysis with iterative least squares NIPS 2014
Sketching Structured Matrices for Faster Nonlinear Regression NIPS 2013
A Practical Rank-Constrained Eight-Point Algorithm for Fundamental Matrix Estimation CVPR 2013
New Subsampling Algorithms for Fast Least Squares Regression NIPS 2013
Subspace Embeddings and \ell_p-Regression Using Exponential Random Variables COLT 2013
Bayesian Quadrature for Ratios AISTATS 2012
QUIC-SVD: Fast SVD Using Cosine Trees NIPS 2008
Doubly Stochastic Normalization for Spectral Clustering NIPS 2006