158 citations · 176 across the 7 of their papers we have counts for
3 papers · 1 filter
Mapping Topographic Structure in White Matter Pathways with Level Set Trees
Brian P. Kent, Alessandro Rinaldo, Fang-Cheng Yeh +1
Fiber tractography on diffusion imaging data offers rich potential for describing white matter pathways in the human brain, but characterizing the spatial organization in these lar…
FuSSO: Functional Shrinkage and Selection Operator
Junier B. Oliva, Barnabas Poczos, Timothy Verstynen +4
We present the FuSSO, a functional analogue to the LASSO, that efficiently finds a sparse set of functional input covariates to regress a real-valued response against. The FuSSO do…
DeBaCl: A Python Package for Interactive DEnsity-BAsed CLustering
Brian P. Kent, Alessandro Rinaldo, Timothy Verstynen
The level set tree approach of Hartigan (1975) provides a probabilistically based and highly interpretable encoding of the clustering behavior of a dataset. By representing the hie…