robust regression

79 papers

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Also known as

LRR

Co-occurring keywords

outlier detection (318) linear regression (281) sparse regression (175) gaussian process (1198) convex optimization (1320) bayesian inference (1904) high-dimensional statistics (145) gaussian process regression (132) adversarial corruption (39) robust linear regression (8)

Papers

Gaussian process regression with Student-t likelihood NIPS 2009

Robust Regression and Lasso NIPS 2008

Robust Regression with Twinned Gaussian Processes NIPS 2007

Second Order Cone Programming Approaches for Handling Missing and Uncertain Data JMLR 2006