Weighted SAA and moment-DRO with lambda = C/sqrt(N) combines data and information, is asymptotically optimal at a 1/sqrt(N) rate, and improves scenario reduction.
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Harmonizing SAA and DRO
Weighted SAA and moment-DRO with lambda = C/sqrt(N) combines data and information, is asymptotically optimal at a 1/sqrt(N) rate, and improves scenario reduction.