2 papers
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
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…