Streaming Active Learning with Deep Neural Networks

Akanksha Saran, Safoora Yousefi, Akshay Krishnamurthy, John Langford 0001, Jordan T. Ash. Streaming Active Learning with Deep Neural Networks. In Andreas Krause 0001, Emma Brunskill, KyungHyun Cho, Barbara Engelhardt, Sivan Sabato, Jonathan Scarlett, editors, International Conference on Machine Learning, ICML 2023, 23-29 July 2023, Honolulu, Hawaii, USA. Volume 202 of Proceedings of Machine Learning Research, pages 30005-30021, PMLR, 2023. [doi]

Abstract

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