no code implementations • 19 Dec 2023 • Unggi Lee, SungJun Yoon, Joon Seo Yun, KyoungSoo Park, YoungHoon Jung, Damji Stratton, Hyeoncheol Kim
This paper presents novel techniques for enhancing the performance of knowledge tracing (KT) models by focusing on the crucial factor of question and concept difficulty level.
2 code implementations • ICML 2017 • Kimin Lee, Changho Hwang, KyoungSoo Park, Jinwoo Shin
Ensemble methods are arguably the most trustworthy techniques for boosting the performance of machine learning models.
1 code implementation • ICML 2017 • Insu Han, Prabhanjan Kambadur, KyoungSoo Park, Jinwoo Shin
Determinantal point processes (DPPs) are popular probabilistic models that arise in many machine learning tasks, where distributions of diverse sets are characterized by matrix determinants.