activity
20162025
most citedA robust kernel machine regression towards biomarker selection in multi-omics datasets of osteoporosis for drug discovery

4 citations · 7 across the 6 of their papers we have counts for

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Showing 2017Show all

2 papers · 1 filter

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…