Robust Logistic Regression and Classification

NeurIPS 2014 Jiashi FengHuan XuShie MannorShuicheng Yan

We consider logistic regression with arbitrary outliers in the covariate matrix. We propose a new robust logistic regression algorithm, called RoLR, that estimates the parameter through a simple linear programming procedure... (read more)

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