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math.PR2024
Sensitivity of causal distributionally robust optimization
Yifan Jiang, Jan Obloj
We study the causal distributionally robust optimization (DRO) in both discrete- and continuous- time settings. The framework captures model uncertainty, with potential models pena…
math.PR2024★ 1 cited
Duality of causal distributionally robust optimization
Yifan Jiang
We study distributionally robust optimization (DRO) in a dynamic context, where model uncertainty is captured by penalizing potential models based on their adapted Wasserstein dist…