output
20222026
most citedWhy do tree-based models still outperform deep learning on tabular data?

159 citations

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Counting papers with at most 25 authors, so collaboration author lists do not stand in for the people here.

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cs.CY2026

Estimating Learners' Skill Acquisition Without Temporal Information

Ryosuke Nagai, Kyohei Atarashi, Koh Takeuchi +2

Recent research in educational data mining, especially knowledge tracing, has focused on predicting learners' future knowledge states to support adaptive instruction. However, in m…

cs.CY2023

Deep Knowledge Tracing is an implicit dynamic multidimensional item response theory model

Jill-Jênn Vie, Hisashi Kashima

Knowledge tracing consists in predicting the performance of some students on new questions given their performance on previous questions, and can be a prior step to optimizing asse…