conftrace_

robust estimation

168 papers

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Co-occurring keywords

outlier detection (319) robust statistics (102) heavy-tailed distribution (98) mean estimation (70) high-dimensional statistics (145) linear regression (282) homography estimation (73) matrix completion (356) differential privacy (1016) outlier rejection (30)

Papers

Robust Tensor Decomposition with Gross Corruption NIPS 2014
Robust Estimation of Nonrigid Transformation for Point Set Registration CVPR 2013
Sparse/Robust Estimation and Kalman Smoothing with Nonsmooth Log-Concave Densities: Modeling, Computation, and Theory JMLR 2013
Robust Low Rank Kernel Embeddings of Multivariate Distributions NIPS 2013
Robust Tucker Tensor Decomposition for Effective Image Representation ICCV 2013
Robust Sparse Principal Component Regression under the High Dimensional Elliptical Model NIPS 2013
Robust Canonical Time Warping for the Alignment of Grossly Corrupted Sequences CVPR 2013
Consistency of Robust Kernel Density Estimators COLT 2013
Bayesian Robust Matrix Factorization for Image and Video Processing ICCV 2013
SWIGS: A Swift Guided Sampling Method CVPR 2013
Algorithms and Hardness for Robust Subspace Recovery COLT 2013
Robust Spatial Filtering with Beta Divergence NIPS 2013
Robust Multi-task Regression with Grossly Corrupted Observations AISTATS 2012
Transelliptical Component Analysis NIPS 2012
Fused sparsity and robust estimation for linear models with unknown variance NIPS 2012
Robust Lasso with missing and grossly corrupted observations NIPS 2011
$L_1$-Penalized Robust Estimation for a Class of Inverse Problems Arising in Multiview Geometry NIPS 2009
A new inlier identification scheme for robust estimation problems RSS 2006