Uncertain: Modern Topics in Uncertainty Quantification

Aaron Roth

Working notes for a class I am teaching on modern topics in uncertainty quantification (website here). Topics include calibration and multicalibration for means, quantiles, and other quantities in the batch and online setting, together with numerous applications. THIS IS AN INCOMPLETE DRAFT THAT IS IN PROGRESS. Reader beware.