Search Results for author: Melissa Louie

Found 2 papers, 1 papers with code

Global Explanations of Neural Networks: Mapping the Landscape of Predictions

1 code implementation6 Feb 2019 Mark Ibrahim, Melissa Louie, Ceena Modarres, John Paisley

A barrier to the wider adoption of neural networks is their lack of interpretability.

Towards Explainable Deep Learning for Credit Lending: A Case Study

no code implementations15 Nov 2018 Ceena Modarres, Mark Ibrahim, Melissa Louie, John Paisley

Deep learning adoption in the financial services industry has been limited due to a lack of model interpretability.

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