Lipschitz behavior of the robust regularization

Adrian S. Lewis, C. H. Jeffrey Pang

To minimize or upper-bound the value of a function "robustly", we might instead minimize or upper-bound the "epsilon-robust regularization", defined as the map from a point to the…