Robustness & Deep Uncertainty
Lecture
Monday, March 23, 2026
Draft: This content is under development.
Coming Soon
This lecture is under development.
Content to adapt from previous course:
From Robustness lecture:
- Definition: “insensitivity of system design to errors” (Matalas)
- Robustness metrics taxonomy (Herman et al.)
- Regret and satisficing approaches
- Bottom-up vs. top-down analysis
From Deep Uncertainty lecture:
- Spectrum of uncertainty
- Lempert-Schneider debate
- When probabilities help vs. exploratory approaches