TSDR applies doubly robust learning with temporal smoothness regularization to deliver unbiased and low-variance knowledge tracing estimates from selectively observed student data.
Enhancing length generalization for attention based knowledge tracing models with linear biases
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Temporal Smoothness Doubly Robust Learning for Debiased Knowledge Tracing
TSDR applies doubly robust learning with temporal smoothness regularization to deliver unbiased and low-variance knowledge tracing estimates from selectively observed student data.