262 citations · 652 across the 74 of their papers we have counts for
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stat.ML2013
Asymptotically Exact, Embarrassingly Parallel MCMC
Willie Neiswanger, Chong Wang, Eric Xing
Communication costs, resulting from synchronization requirements during learning, can greatly slow down many parallel machine learning algorithms. In this paper, we present a paral…
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…