MRO and SNR outperform DRO in robust linear regression
MRO and SNR achieve minimax rates in Wasserstein-robust regression where DRO is provably suboptimal by dimension-dependent factors.
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Stories tagged #robust-optimization
Robust Non-Clairvoyant Scheduling with Classification Models
A confusion-matrix robustness framework yields optimal non-adaptive scheduling when job times are unknown until completion.