Accuracy Is Not Enough: A Cross-Architecture Audit of Demographic Bias in Deep Knowledge Tracing

arXiv:2609.20249 · cs.LG · Submitted 2026-07-28 · Read on arXiv

cs.LG

Submitted: 2026-07-28

Updated: 2026-07-28

Comments: 15 pages, 3 figures

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

Terminology

• Accuracy — 3× in this paper · explained in 1 episode
• AUC — 2× in this paper · explained in 2 episodes
• Embeddings — 2× in this paper · explained in 2 episodes
• Adversarial Debiasing — 1× in this paper · explained in 1 episode

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