most citedStatistical learning with Lipschitz and convex loss functions

9 citations · 9 across the 1 of their papers we have counts for

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1 paper

math.ST2018★ 9 cited

Statistical learning with Lipschitz and convex loss functions

Geoffrey Chinot, Lecué Guillaume, Lerasle Matthieu

We obtain risk bounds for Empirical Risk Minimizers (ERM) and minmax Median-Of-Means (MOM) estimators based on loss functions that are both Lipschitz and convex. Results for the ER…