Proceedings of the 2020 Conference on Fairness, Accountability, and Transparency

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Proceedings of the 2020 Conference on Fairness, Accountability, and Transparency - 最新文献

AI explainability 360: hands-on tutorial

Pub Date : 2020-01-27 DOI: 10.1145/3351095.3375667 Vijay Arya, R. Bellamy, Pin-Yu Chen, Amit Dhurandhar, M. Hind, Samuel C. Hoffman, Stephanie Houde, Q. Liao, Ronny Luss, A. Mojsilovic, Sami Mourad, Pablo Pedemonte, R. Raghavendra, John T. Richards, P. Sattigeri, Karthikeyan Shanmugam, Moninder Singh, Kush R. Varshney, Dennis Wei, Yunfeng Zhang

Manifesting the sociotechnical: experimenting with methods for social context and social justice

Pub Date : 2020-01-27 DOI: 10.1145/3351095.3375682 E. Goss, Lily Hu, Manuel Sabin, Stephanie Teeple

Probing ML models for fairness with the what-if tool and SHAP: hands-on tutorial

Pub Date : 2020-01-27 DOI: 10.1145/3351095.3375662 James Wexler, Mahima Pushkarna, Sara Robinson, Tolga Bolukbasi, Andrew Zaldivar

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