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Learning on the Graph: Link Prediction, Multi-label Learning, and Applications to Integrative Complex Disease Studies

Chen, Zheng

… We propose a novel link prediction algorithm, Marginalized Denoising Model (MDM), which explicitly acknowledges the data incompleteness. MDM casts the link prediction problem into a matrix ``denoising'' problem by modeling a function that can reconstruct the target ``complete'' graph from the …

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