449 citations · 996 across the 58 of their papers we have counts for
Showing 2021Show all
2 papers · 1 filter
stat.ME2021
Modeling Sparse Data Using MLE with Applications to Microbiome Data
Hani Aldirawi, Jie Yang
Modeling sparse data such as microbiome and transcriptomics (RNA-seq) data is very challenging due to the exceeded number of zeros and skewness of the distribution. Many probabilis…
cs.MS2021
FastAD: Expression Template-Based C++ Library for Fast and Memory-Efficient Automatic Differentiation
James Yang
Automatic differentiation is a set of techniques to efficiently and accurately compute the derivative of a function represented by a computer program. Existing C++ libraries for au…