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• W2968236041 abstract "In this chapter, we present a simple classification scheme that utilizes only 1-bit measurements of the training and testing data. Our method is intended to be efficient in terms of computation and storage while also allowing for a rigorous mathematical analysis. After providing some motivation, we present our method and analyze its performance for a simple data model. We also discuss extensions of the method to the hierarchical data setting, and include some further implementation considerations. Experimental evidence provided in this chapter demonstrates that our methods yield accurate classification on a variety of synthetic and real data." @default.
• W2968236041 created "2019-08-22" @default.
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• W2968236041 date "2019-01-01" @default.
• W2968236041 modified "2023-09-23" @default.
• W2968236041 title "Classification Scheme for Binary Data with Extensions" @default.
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• W2968236041 doi "https://doi.org/10.1007/978-3-319-73074-5_4" @default.
• W2968236041 hasPublicationYear "2019" @default.
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