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d010396ca8abf6ead8cacc2c2f2f26c7-Paper.pdf
A multi-armed bandit (MAB) problem is one of the classic models of sequential decision making (Auer et al., 2002; Agrawal and Goyal, 2012, 2013a).
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- Information Technology > Artificial Intelligence > Representation & Reasoning > Uncertainty (0.68)
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SLIM: Style-Linguistics Mismatch Model for Generalized Audio Deepfake Detection
Audio deepfake detection (ADD) is crucial to combat the misuse of speech synthesized by generative AI models.
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Active Learning for Non-Parametric Regression Using Purely Random Trees
Jack Goetz, Ambuj Tewari, Paul Zimmerman
Active learning is the task of using labelled data to select additional points to label, with the goal of fitting the most accurate model with a fixed budget of labelled points. In binary classification active learning is known to produce faster rates than passive learning for a broad range of settings.
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Kernel Instrumental Variable Regression
Rahul Singh, Maneesh Sahani, Arthur Gretton
Neural Information Processing Systems http://nips.cc/
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Transformers to SSMs: Distilling Quadratic Knowledge to Subquadratic Models
Authors contributed equally to this work.
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