Robustness & Deep Uncertainty

Lecture

Dr. James Doss-Gollin

Mon., Mar. 23

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

References