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

Amit Dhurandhar, Pin-Yu Chen, Ronny Luss, Chun Chen Tu, Pai-Shun Ting, Karthikeyan Shanmugam, Payel Das. Explanations based on the Missing: Towards Contrastive Explanations with Pertinent Negatives. In Samy Bengio, Hanna M. Wallach, Hugo Larochelle, Kristen Grauman, Nicolò Cesa-Bianchi, Roman Garnett, editors, Advances in Neural Information Processing Systems 31: Annual Conference on Neural Information Processing Systems 2018, NeurIPS 2018, 3-8 December 2018, Montréal, Canada. pages 590-601, 2018. [doi]

Authors

Amit Dhurandhar

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Pin-Yu Chen

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Ronny Luss

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Chun Chen Tu

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Pai-Shun Ting

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Karthikeyan Shanmugam

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Payel Das

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