FlowSDR: Sufficient Dimension Reduction via Conditional Normalizing Flows

Yuexiao Dong, Kenichiro Mcalinn, Edoardo Airoldi +1

Sufficient dimension reduction (SDR) seeks a low-dimensional linear projection of predictors that preserves the conditional distribution of the response. Existing methods target th…