Identifying Statistical Bias in Dataset Replication

Logan Engstrom, Andrew Y. Ilyas, Shibani Santurkar, Dimitris Tsipras, Jacob Steinhardt, Aleksander Madry. Identifying Statistical Bias in Dataset Replication. In Proceedings of the 37th International Conference on Machine Learning, ICML 2020, 13-18 July 2020, Virtual Event. Volume 119 of Proceedings of Machine Learning Research, pages 2922-2932, PMLR, 2020. [doi]

Authors

Logan Engstrom

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Andrew Y. Ilyas

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Shibani Santurkar

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Dimitris Tsipras

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Jacob Steinhardt

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Aleksander Madry

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