Addressing Bias in Active Learning with Depth Uncertainty Networks... or Not

Chelsea Murray, James Urquhart Allingham, Javier Antorán, José Miguel Hernández-Lobato. Addressing Bias in Active Learning with Depth Uncertainty Networks... or Not. In Melanie F. Pradier, Aaron Schein, Stephanie L. Hyland, Francisco J. R. Ruiz, Jessica Zosa Forde, editors, I (Still) Can't Believe It's Not Better! Workshop at NeurIPS 2021, Virtual Workshop, December 13, 2021. Volume 163 of Proceedings of Machine Learning Research, pages 59-63, PMLR, 2021. [doi]

Abstract

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