8 citations · 19 across the 12 of their papers we have counts for
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stat.ML2017★ 2 cited
Kernel Method for Detecting Higher Order Interactions in multi-view Data: An Application to Imaging, Genetics, and Epigenetics
Md. Ashad Alam, Hui-Yi Lin, Vince Calhoun +1
In this study, we tested the interaction effect of multimodal datasets using a novel method called the kernel method for detecting higher order interactions among biologically rele…
stat.ML2017
Influence Function and Robust Variant of Kernel Canonical Correlation Analysis
Md. Ashad Alam, Kenji Fukumizu, Yu-Ping Wang
Many unsupervised kernel methods rely on the estimation of the kernel covariance operator (kernel CO) or kernel cross-covariance operator (kernel CCO). Both kernel CO and kernel CC…