research
∙
05/29/2023
On the Variance, Admissibility, and Stability of Empirical Risk Minimization
It is well known that Empirical Risk Minimization (ERM) with squared los...
share
research
∙
03/06/2023
Lower Bounds for γ-Regret via the Decision-Estimation Coefficient
In this note, we give a new lower bound for the γ-regret in bandit probl...
research
∙
08/27/2019
On the Risk of Minimum-Norm Interpolants and Restricted Lower Isometry of Kernels
We study the risk of minimum-norm interpolants of data in a Reproducing ...
research
∙
06/25/2018
Does data interpolation contradict statistical optimality?
We show that learning methods interpolating the training data can achiev...
research
∙
02/21/2015
