Cluster-Based Dimensionality Reduction by Nonparametric Distributional Screening

arXiv:2609.06854 · stat.ME, math.ST, stat.AP, stat.ML, stat.TH · Submitted 2026-09-06 · Read on arXiv

stat.ME, math.ST, stat.AP, stat.ML, stat.TH

Submitted: 2026-09-06

Updated: 2026-09-06

Comments: 32 Pages, 3 tables, 4 figures

License: http://arxiv.org/licenses/nonexclusive-distrib/1.0/

Terminology

• Clustering — 12× in this paper · explained in 2 episodes
• Accuracy — 6× in this paper · explained in 1 episode
• Consistency — 6× in this paper · explained in 3 episodes
• Calibration — 5× in this paper · explained in 7 episodes
• Robustness — 5× in this paper · explained in 5 episodes
• Fidelity — 3× in this paper · explained in 2 episodes
• Interpretability — 3× in this paper · explained in 15 episodes
• Ambient Dimension — 2× in this paper · explained in 1 episode
• Redundancy — 2× in this paper · explained in 2 episodes
• Alignment — 1× in this paper · explained in 1 episode
• Benchmark — 1× in this paper · explained in 2 episodes
• Benchmarking — 1× in this paper · explained in 3 episodes
• Computational Biology — 1× in this paper · explained in 2 episodes
• Feature Selection — 1× in this paper · explained in 4 episodes
• Principal Component Analysis (PCA) — 1× in this paper · explained in 4 episodes

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