Shahar Mendelson

An optimal unrestricted learning procedure

2017 · arXiv (Cornell University)

We study learning problems involving arbitrary classes of functions $F$, distributions $X$ and targets $Y$. Because proper learning procedures, i.e., procedures that are only allowed to select functions in $F$, tend to perform poorly unless …