2024
Enhancing Sufficient Dimension Reduction via Hellinger Correlation
ICML 2024poster
In this work, we develop a new theory and method for sufficient dimension reduction (SDR) in single-index models, where SDR is a sub-field of supervised dimension reduction based on conditional independence. Our work is primarily motivated by the recent introduction of the Hellinger correlation as a…