23 citations · 46 across the 16 of their papers we have counts for
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cs.LG2024
Conjunction Subspaces Test for Conformal and Selective Classification
Zengyou He, Zerun Li, Junjie Dong +3
In this paper, we present a new classifier, which integrates significance testing results over different random subspaces to yield consensus p-values for quantifying the uncertaint…
cs.LG2024★ 23 cited
Interpretable Clustering: A Survey
Lianyu Hu, Mudi Jiang, Junjie Dong +2
In recent years, much of the research on clustering algorithms has primarily focused on enhancing their accuracy and efficiency, frequently at the expense of interpretability. Howe…
cs.LG2024★ 15 cited
Interpretable Multi-View Clustering
Mudi Jiang, Lianyu Hu, Zengyou He +1
Multi-view clustering has become a significant area of research, with numerous methods proposed over the past decades to enhance clustering accuracy. However, in many real-world ap…