AIED
Circuit Complexity of Hierarchical Knowledge Tracing and Implications for Log-Precision Transformers
Mon Jun 29, 11:00 AM–11:15 AM · Room 102
Part of Rethinking Knowledge Tracing
★ Notable speakers
Richard Baraniuk
★★
— Founder of OpenStax open educational resources; open education movement; signal processing and compressive sensing
Shashank Sonkar
★
— Pedagogical alignment of LLMs; cognitive modeling of student reasoning; AI in education at scale
Analyzes the circuit complexity of hierarchical knowledge-tracing models and draws out implications for what log-precision transformers can represent.