56 citations · 243 across the 35 of their papers we have counts for
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stat.ML2013
Fast Distribution To Real Regression
Junier B. Oliva, Willie Neiswanger, Barnabas Poczos +2
We study the problem of distribution to real-value regression, where one aims to regress a mapping that takes in a distribution input covariate (for a non-pa…
stat.ML2013
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…