A Generalized Meta-loss function for regression and classification using privileged information

16 Nov 2018Amina AsifMuhammad DawoodFayyaz ul Amir Afsar Minhas

Learning using privileged information (LUPI) is a powerful heterogenous feature space machine learning framework that allows a machine learning model to learn from highly informative or privileged features which are available during training only to generate test predictions using input space features which are available both during training and testing. LUPI can significantly improve prediction performance in a variety of machine learning problems... (read more)

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