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Aanchal Mongia

2 accepted papers

2020

Deep Matrix Completion on Graphs: Application in Drug Target Interaction Prediction

ICASSP 2020accepted

This work proposes matrix completion via deep matrix factorization on graphs. The work is motivated by the success of two very recent studies on (shallow) matrix completion on graphs and deep matrix factorization (without graphs). We show that the proposed deep matrix factorization on graphs improve…

Cited by 0SourceScholar
2019

Deep Latent Factor Model for Predicting Drug Target Interactions

ICASSP 2019accepted

In drug target interaction (DTI) the interactions of some (a subset) drugs on some (a subset) targets are known. The goal is to predict the interactions of all drugs on all targets. One approach is to formulate this as a matrix completion problem, where the matrix of interactions having drugs along…

Cited by 0SourceScholar