Author

Deependra Singh

University of Pennsylvania

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Bioinformatics· 1

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Approach:deep learning· 1 Approach:statistical model· 1

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Anupama JhaiD· 1 shared Joseph K. AicheriD· 1 shared Yoseph BarashiD· 1 shared

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1 paper

Recent·Most cited

Improving interpretability of deep learning models: splicing codes as a case study

Anupama Jha, Joseph K. Aicher, Deependra Singh, Yoseph Barash

The paper extends the Integrated Gradients method for better interpretability of deep learning models in genomics by incorporating nonlinear paths and alternative baselines.

bioRxiv · Jul 14, 2019 · PreprintBioinformatics