A unified SDR framework based on ICMI and ICVI produces four estimators with high-dimensional convergence rates and outlier robustness.
Moment-based dimension reduc- tion for multivariate response regression
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Sufficient Dimension Reduction via Inverse Conditional Mean or Variance Independence
A unified SDR framework based on ICMI and ICVI produces four estimators with high-dimensional convergence rates and outlier robustness.