Bagging robust ERMs achieves robust risk O(d/n) for VC classes with VC dimension d, and Ω(d*) RERM calls are necessary where d* is the dual VC dimension.
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Bagging Robustly Learns VC Classes with Linear Sample Complexity
Bagging robust ERMs achieves robust risk O(d/n) for VC classes with VC dimension d, and Ω(d*) RERM calls are necessary where d* is the dual VC dimension.