Hopper: a mathematically optimal algorithm for sketching biological data
Sign Up to like & getrecommendations! Published in 2020 at "Bioinformatics"
DOI: 10.1093/bioinformatics/btaa408
Abstract: Abstract Motivation Single-cell RNA-sequencing has grown massively in scale since its inception, presenting substantial analytic and computational challenges. Even simple downstream analyses, such as dimensionality reduction and clustering, require days of runtime and hundreds of… read more here.
Keywords: single cell; cell; optimal algorithm; hopper ... See more keywords
An Optimal Algorithm for the Formation of Unbiased Estimates of the Effective Noise Temperature of a Stochastic Radio Thermal Signal
Sign Up to like & getrecommendations! Published in 2018 at "Doklady Physics"
DOI: 10.1134/s1028335818060034
Abstract: The main optimal signal processing operation is shown to be the division of the energy estimates for the random processes observed in the adjacent time intervals. It is justified that this processing may be deemed… read more here.
Keywords: temperature; noise temperature; estimates effective; effective noise ... See more keywords