363 citations · 1.1k across the 50 of their papers we have counts for
Showing 2015 · stat.MLShow all
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stat.ML2015★ 240 cited
Bayesian optimization for materials design
Peter I. Frazier, Jialei Wang
We introduce Bayesian optimization, a technique developed for optimizing time-consuming engineering simulations and for fitting machine learning models on large datasets. Bayesian…
stat.ML2015
Clustering via Content-Augmented Stochastic Blockmodels
J. Massey Cashore, Xiaoting Zhao, Alexander A. Alemi +2
Much of the data being created on the web contains interactions between users and items. Stochastic blockmodels, and other methods for community detection and clustering of biparti…