262 citations · 652 across the 74 of their papers we have counts for
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stat.ML2014
Fast Function to Function Regression
Junier Oliva, Willie Neiswanger, Barnabas Poczos +2
We analyze the problem of regression when both input covariates and output responses are functions from a nonparametric function class. Function to function regression (FFR) covers…
stat.ML2014★ 30 cited
Parallel and Distributed Block-Coordinate Frank-Wolfe Algorithms
Yu-Xiang Wang, Veeranjaneyulu Sadhanala, Wei Dai +3
We develop parallel and distributed Frank-Wolfe algorithms; the former on shared memory machines with mini-batching, and the latter in a delayed update framework. Whenever possible…