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07/13/2020
A simple defense against adversarial attacks on heatmap explanations
With machine learning models being used for more sensitive applications,...
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07/09/2020
Client Adaptation improves Federated Learning with Simulated Non-IID Clients
We present a federated learning approach for learning a client adaptable...
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09/30/2019
Interpretations are useful: penalizing explanations to align neural networks with prior knowledge
For an explanation of a deep learning model to be effective, it must pro...
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03/01/2019