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robust regression

81 papers

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Also known as

RR

Co-occurring keywords · papers mentioning both

outlier detection (13) linear regression (12) sparse regression (8) gaussian process (7) non-convex optimization (5) convex optimization (5) bayesian inference (5) high-dimensional statistics (5) gaussian process regression (5) adversarial corruption (5)

Papers

Heavy-Tailed Process Priors for Selective Shrinkage NeurIPS 2010 Relaxed Clipping: A Global Training Method for Robust Regression and Classification NeurIPS 2010 Gaussian process regression with Student-t likelihood NeurIPS 2009 Robust Regression and Lasso NeurIPS 2008 Robust Regression with Twinned Gaussian Processes NeurIPS 2007 Second Order Cone Programming Approaches for Handling Missing and Uncertain Data JMLR 2006