Agnostic Sample Compression for Linear Regression

Hanneke, Steve, Kontorovich, Aryeh, Sadigurschi, Menachem

arXiv.org Machine Learning 

We obtain the first positive results for bounded sample compression in the agnostic regression setting.

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