Offline Contextual Bayesian Optimization

Ian Char, Youngseog Chung, Willie Neiswanger, Kirthevasan Kandasamy, Andrew Oakleigh Nelson, Mark Boyer, Egemen Kolemen, Jeff Schneider

Neural Information Processing Systems 

In many practical problems of interest, one would like to optimize several systems, or "tasks", simultaneously; however, in

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