Maria Emelianenko

Adaptive Voronoi-based Column Selection Methods for Interpretable Dimensionality Reduction

2024 · arXiv (Cornell University)

In data analysis, there continues to be a need for interpretable dimensionality reduction methods whereby instrinic meaning associated with the data is retained in the reduced space. Standard approaches such as Principal Component Analysis (PCA) …