Detecting and Adapting to Irregular Distribution Shifts in Bayesian Online Learning

Aodong Li, Alex Boyd, Padhraic Smyth, Stephan Mandt. Detecting and Adapting to Irregular Distribution Shifts in Bayesian Online Learning. In Marc'Aurelio Ranzato, Alina Beygelzimer, Yann N. Dauphin, Percy Liang, Jennifer Wortman Vaughan, editors, Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, NeurIPS 2021, December 6-14, 2021, virtual. pages 6816-6828, 2021. [doi]

Abstract

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