Unverified50% confidenceFactExact time
Under a margin condition with exponent β, using buffered ERM calibrated with a margin buffer achieves excess risk on the order of Q^{-1/2}+N^{-β/2} (ignoring logarithmic factors).
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Long-term
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10/16/2026
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