EDM

Stable and Privacy-Preserving Synthetic Educational Data with Empirical Marginals: A Copula-Based Approach

Mon Jun 29, 4:10 PM–4:35 PM · North 210

Synthetic Data & Simulated Learners Privacy & Data Governance Educational Data Mining Methods

★ Notable speakers

Richard Baraniuk ★★ — Founder of OpenStax open educational resources; open education movement; signal processing and compressive sensing

Debshila Basu Mallick ★ — AI in education research and practice; learning context frameworks; adaptive learning at scale via OpenStax/SafeInsights

Presents a copula-based method for generating stable, privacy-preserving synthetic educational data that matches empirical marginal distributions of real datasets.

Authors

Gabriel Diaz Ramos, Lorenzo Luzi, Debshila Basu Mallick, Richard Baraniuk