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Towards Connecting Use Cases and Methods in Interpretable Machine Learning


Mar 10, 2021
Valerie Chen, Jeffrey Li, Joon Sik Kim, Gregory Plumb, Ameet Talwalkar


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Ask Your Humans: Using Human Instructions to Improve Generalization in Reinforcement Learning


Nov 01, 2020
Valerie Chen, Abhinav Gupta, Kenneth Marino


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Novelty Detection via Network Saliency in Visual-based Deep Learning


Jun 09, 2019
Valerie Chen, Man-Ki Yoon, Zhong Shao

* To be published in Dependable and Secure Machine Learning (DSML) workshop co-located with the IEEE Conference on Dependable Systems and Networks 2019 

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