Measuring the Effect of Training Data on Deep Learning Predictions via Randomized Experiments

Jinkun Lin, Anqi Zhang, Mathias Lécuyer, Jinyang Li 0001, Aurojit Panda, Siddhartha Sen 0001. Measuring the Effect of Training Data on Deep Learning Predictions via Randomized Experiments. In Kamalika Chaudhuri, Stefanie Jegelka, Le Song, Csaba Szepesvári, Gang Niu 0001, Sivan Sabato, editors, International Conference on Machine Learning, ICML 2022, 17-23 July 2022, Baltimore, Maryland, USA. Volume 162 of Proceedings of Machine Learning Research, pages 13468-13504, PMLR, 2022. [doi]

Abstract

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