3 problems

Consider a Venn predictor producing outputs $f_1(X),\ldots,f_L(X)$ from a sample of size $n$, and let $\alpha\in(0,1)$. Venn predictor individual-output calibration conjecture. The…

Let $(f_1,f_2,\ldots,f_L)$ be a multiprobabilistic predictor, with each $f_i$ mapping $\mathcal{X}$ to the probability simplex $\Delta_{L-1}$. Define … and … Here…

Let $f$ be a prediction function and let a parametric post-hoc calibration method produce a calibrated output from $f$, with the output depending continuously on $f$. Continuous pa…