3 citations · 10 across the 17 of their papers we have counts for
3 papers · 1 filter
The Phylogenetic LASSO and the Microbiome
Stephen T Rush, Christine H Lee, Washington Mio +1
Scientific investigations that incorporate next generation sequencing involve analyses of high-dimensional data where the need to organize, collate and interpret the outcomes are p…
Probing the Geometry of Data with Diffusion Fréchet Functions
Diego Hernán Díaz Martínez, Christine H. Lee, Peter T. Kim +1
Many complex ecosystems, such as those formed by multiple microbial taxa, involve intricate interactions amongst various sub-communities. The most basic relationships are frequentl…
The Shape of Data and Probability Measures
Diego Hernán Díaz Martínez, Facundo Mémoli, Washington Mio
We introduce the notion of multiscale covariance tensor fields (CTF) associated with Euclidean random variables as a gateway to the shape of their distributions. Multiscale CTFs qu…