Resilience: A Criterion for Learning in the Presence of Arbitrary Outliers

Jacob Steinhardt, Moses Charikar, Gregory Valiant. Resilience: A Criterion for Learning in the Presence of Arbitrary Outliers. In Anna R. Karlin, editor, 9th Innovations in Theoretical Computer Science Conference, ITCS 2018, January 11-14, 2018, Cambridge, MA, USA. Volume 94 of LIPIcs, Schloss Dagstuhl - Leibniz-Zentrum fuer Informatik, 2018. [doi]

Abstract

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