Towards Understanding the Behaviors of Optimal Deep Active Learning Algorithms

Yilun Zhou, Adithya Renduchintala, Xian Li, Sida Wang, Yashar Mehdad, Asish Ghoshal. Towards Understanding the Behaviors of Optimal Deep Active Learning Algorithms. In Arindam Banerjee 0001, Kenji Fukumizu, editors, The 24th International Conference on Artificial Intelligence and Statistics, AISTATS 2021, April 13-15, 2021, Virtual Event. Volume 130 of Proceedings of Machine Learning Research, pages 1486-1494, PMLR, 2021. [doi]

Abstract

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