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math.OC2026
Sinkhorn Distributionally Robust State Estimation via System Level Synthesis
Yulin Feng, Xianyu Li, Steven X. Ding +2
In state estimation tasks, the usual assumption of exactly known disturbance distribution is often unrealistic and renders the estimator fragile in practice. The recently emerging…
math.OC2026
Distributionally Robust Fault Detection Trade-off Design with Prior Fault Information
Yulin Feng, Hailang Jin, Steven X. Ding +2
The robustness of fault detection algorithms against uncertainty is crucial in the real-world industrial environment. Recently, a new probabilistic design scheme called distributio…