Unsupervised Novelty Detection in Pretrained Representation Space with Locally Adapted Likelihood Ratio

Amirhossein Ahmadian, Yifan Ding, Gabriel Eilertsen, Fredrik Lindsten. Unsupervised Novelty Detection in Pretrained Representation Space with Locally Adapted Likelihood Ratio. In Sanjoy Dasgupta, Stephan Mandt, Yingzhen Li, editors, International Conference on Artificial Intelligence and Statistics, 2-4 May 2024, Palau de Congressos, Valencia, Spain. Volume 238 of Proceedings of Machine Learning Research, pages 874-882, PMLR, 2024. [doi]

Abstract

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