Optimal Post-processing of Synthetic Data for Pearson Correlation Matching

arXiv:2510.02405 · stat.ME, math.ST, stat.ML, stat.TH · Submitted 2025-10-02 · Read on arXiv

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

Submitted: 2025-10-02

Updated: 2026-09-16

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

Terminology

• Cosine Similarity — 6× in this paper · explained in 3 episodes
• Synthetic Data Generation — 4× in this paper · explained in 5 episodes
• Accuracy — 2× in this paper · explained in 1 episode
• Fidelity — 2× in this paper · explained in 2 episodes
• Benchmark — 1× in this paper · explained in 2 episodes
• Consistency — 1× in this paper · explained in 3 episodes
• Copula — 1× in this paper · explained in 2 episodes
• Embeddings — 1× in this paper · explained in 2 episodes
• Singular Value Decomposition — 1× in this paper
• Singular Value Decomposition (SVD) — 1× in this paper · explained in 2 episodes

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