Multiset-Partition Distribution Matching
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DOI: 10.1109/tcomm.2018.2881091
Abstract: Distribution matching is a fixed-length invertible mapping from a uniformly distributed bit sequence to shaped amplitudes and plays an important role in the probabilistic amplitude shaping framework. With conventional constant-composition distribution matching (CCDM), all output… read more here.
Keywords: partition distribution; multiset partition; distribution; composition ... See more keywords
Finding the mean in a partition distribution
Sign Up to like & getrecommendations! Published in 2018 at "BMC Bioinformatics"
DOI: 10.1186/s12859-018-2359-z
Abstract: BackgroundBayesian clustering algorithms, in particular those utilizing Dirichlet Processes (DP), return a sample of the posterior distribution of partitions of a set. However, in many applied cases a single clustering solution is desired, requiring a… read more here.
Keywords: sample; mean partition; partition; partition distribution ... See more keywords