High Dimensional Statistical Estimation under Uniformly Dithered One-bit Quantization
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DOI: 10.1109/tit.2023.3266271
Abstract: In this paper, we propose a uniformly dithered 1-bit quantization scheme for high-dimensional statistical estimation. The scheme contains truncation, dithering, and quantization as typical steps. As canonical examples, the quantization scheme is applied to the… read more here.
Keywords: bit; uniformly dithered; high dimensional; heavy tailed ... See more keywords