1 citations · 1 across the 2 of their papers we have counts for
2 papers
cs.LG2021★ 1 cited
Breaking the curse of dimensionality with Isolation Kernel
Kai Ming Ting, Takashi Washio, Ye Zhu +1
The curse of dimensionality has been studied in different aspects. However, breaking the curse has been elusive. We show for the first time that it is possible to break the curse u…
cs.LG2020
Isolation Distributional Kernel: A New Tool for Point & Group Anomaly Detection
Kai Ming Ting, Bi-Cun Xu, Takashi Washio +1
We introduce Isolation Distributional Kernel as a new way to measure the similarity between two distributions. Existing approaches based on kernel mean embedding, which convert a p…