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Learning with Bad Training Data via Iterative Trimmed Loss Minimization.

pp.5739-5748 (2019)

Cited by: 22|Views121
EI

Abstract

In this paper, we study a simple and generic framework to tackle the problem of learning model parameters when a fraction of the training samples are corrupted. We first make a simple observation: in a variety of such settings, the evolution of training accuracy (as a function of training epochs) is different for clean and bad samples. ...More

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