49 citations · 136 across the 12 of their papers we have counts for
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cs.LG2024★ 16 cited
Cascaded two-stage feature clustering and selection via separability and consistency in fuzzy decision systems
Yuepeng Chen, Weiping Ding, Hengrong Ju +2
Feature selection is a vital technique in machine learning, as it can reduce computational complexity, improve model performance, and mitigate the risk of overfitting. However, the…
cs.LG2024★ 1 cited
A Survey on Deep Active Learning: Recent Advances and New Frontiers
Dongyuan Li, Zhen Wang, Yankai Chen +3
Active learning seeks to achieve strong performance with fewer training samples. It does this by iteratively asking an oracle to label new selected samples in a human-in-the-loop m…
cs.LG2024
How to characterize imprecision in multi-view clustering?
Jinyi Xu, Zuowei Zhang, Ze Lin +3
It is still challenging to cluster multi-view data since existing methods can only assign an object to a specific (singleton) cluster when combining different view information. As…