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Generating Contrastive Explanations with Monotonic Attribute Functions


May 29, 2019
Ronny Luss, Pin-Yu Chen, Amit Dhurandhar, Prasanna Sattigeri, Karthikeyan Shanmugam, Chun-Chen Tu


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Explanations based on the Missing: Towards Contrastive Explanations with Pertinent Negatives


Oct 29, 2018
Amit Dhurandhar, Pin-Yu Chen, Ronny Luss, Chun-Chen Tu, Paishun Ting, Karthikeyan Shanmugam, Payel Das


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AutoZOOM: Autoencoder-based Zeroth Order Optimization Method for Attacking Black-box Neural Networks


Sep 06, 2018
Chun-Chen Tu, Paishun Ting, Pin-Yu Chen, Sijia Liu, Huan Zhang, Jinfeng Yi, Cho-Jui Hsieh, Shin-Ming Cheng

* Chun-Chen Tu, Paishun Ting and Pin-Yu Chen contribute equally to this work 

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FEAST: An Automated Feature Selection Framework for Compilation Tasks


Oct 29, 2016
Pai-Shun Ting, Chun-Chen Tu, Pin-Yu Chen, Ya-Yun Lo, Shin-Ming Cheng


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