Robust estimation of a regression function in exponential families

Yannick Baraud, Juntong Chen

We observe $n$ pairs of independent (but not necessarily i.i.d.) random variables $X_1=(W_1,Y_1),\dots ,X_n=(W_n,Y_n)$ and tackle the problem of estimating the conditio…