Review for NeurIPS paper: Sufficient dimension reduction for classification using principal optimal transport direction

Do q in Line 22 and r in Line 185 denote the same thing? Under what conditions does the equivalence hold? Do these conditions automatically hold for this paper? Is the original dimensionality prohibits the evaluation? Unfortunately, the authors dodged most of my questions that may hurt the paper and my concerns still stand.