ICML [Session 2] P#15 Look at the Loss: Towards Robust Detection of False Positive Feature Interactions Learned by Neural Networks on Genomic Data

[Session 2] P#15 Look at the Loss: Towards Robust Detection of False Positive Feature Interactions Learned by Neural Networks on Genomic Data

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Abstract:

Look at the Loss: Towards Robust Detection of False Positive Feature Interactions Learned by Neural Networks on Genomic Data

Mara R Finkelstein (Stanford University); Avanti Shrikumar (Stanford University)*; Anshul Kundaje (Stanford University)

Paper: https://github.com/kundajelab/feature_interactions/blob/master/Look_At_The_Loss_MLiSD_ICML_Workshop.pdf

Video: https://drive.google.com/drive/folders/127QlmcQZpfCNWmhtOuA79yRCpqOtQnWV?usp=sharing

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