Efficient Estimation of the Central Mean Subspace via Smoothed Gradient Outer Products

Gan Yuan, Mingyue Xu, Samory Kpotufe +1

We consider the problem of sufficient dimension reduction (SDR) for multi-index models. The estimators of the central mean subspace in prior works either have slow (non-parametric)…