9 citations · 25 across the 10 of their papers we have counts for
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stat.ML2025
Uncertainty of Network Topology with Applications to Out-of-Distribution Detection
Sing-Yuan Yeh, Chun-Hao Yang
Persistent homology (PH) is a crucial concept in computational topology, providing a multiscale topological description of a space. It is particularly significant in topological da…
stat.ML2023★ 2 cited
Horospherical Decision Boundaries for Large Margin Classification in Hyperbolic Space
Xiran Fan, Chun-Hao Yang, Baba C. Vemuri
Hyperbolic spaces have been quite popular in the recent past for representing hierarchically organized data. Further, several classification algorithms for data in these spaces hav…
stat.ML2016★ 4 cited
Multiple-Instance Logistic Regression with LASSO Penalty
Ray-Bing Chen, Kuang-Hung Cheng, Sheng-Mao Chang +4
In this work, we consider a manufactory process which can be described by a multiple-instance logistic regression model. In order to compute the maximum likelihood estimation of th…