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robust estimation

184 papers

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Co-occurring keywords · papers mentioning both

outlier detection (28) robust statistics (21) heavy-tailed distribution (16) mean estimation (16) high-dimensional statistics (13) linear regression (8) homography estimation (8) covariance estimation (8) sample complexity (8) matrix completion (7)

Papers

Sparse/Robust Estimation and Kalman Smoothing with Nonsmooth Log-Concave Densities: Modeling, Computation, and Theory JMLR 2013 SWIGS: A Swift Guided Sampling Method CVPR 2013 Fused sparsity and robust estimation for linear models with unknown variance NeurIPS 2012 Robust Multi-task Regression with Grossly Corrupted Observations AISTATS 2012 Transelliptical Component Analysis NeurIPS 2012 Robust Lasso with missing and grossly corrupted observations NeurIPS 2011 L_1-Penalized Robust Estimation for a Class of Inverse Problems Arising in Multiview Geometry NeurIPS 2009 Robust Nonparametric Regression with Metric-Space Valued Output NeurIPS 2009 A new inlier identification scheme for robust estimation problems RSS 2006