I introduce novel concentration-of-measure bounds for the supremum deviation, several variance concepts, and a family of game-theoretic welfare functions. I then apply these bounds to …
Machine learning models, or algorithms trained on historical data, can be harmful when they are used to make decisions about people. From underfitting to overfitting, …
Financial insecurity characterizes modern life. It reflects ongoing instability in employment and earnings which are notably pronounced in the gig economy. This instability is compounded …