240 citations · 899 across the 24 of their papers we have counts for
Showing 2015Show all
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stat.ML2015★ 6 cited
Distributed Multitask Learning
Jialei Wang, Mladen Kolar, Nathan Srebro
We consider the problem of distributed multi-task learning, where each machine learns a separate, but related, task. Specifically, each machine learns a linear predictor in high-di…
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…