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Efficient Learning for Clustering and Optimizing Context-Dependent Designs
We consider a simulation optimization problem for a context-dependent de...
12/10/2020 ∙ by Haidong Li, et al. ∙
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Context-dependent Ranking and Selection under a Bayesian Framework
We consider a context-dependent ranking and selection problem. The best ...
12/10/2020 ∙ by Haidong Li, et al. ∙
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Minimax Efficient Finite-Difference Stochastic Gradient Estimators Using Black-Box Function Evaluations
We consider stochastic gradient estimation using noisy black-box functio...
07/08/2020 ∙ by Henry Lam, et al. ∙
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Efficient Sampling for Selecting Important Nodes in Random Network
We consider the problem of selecting important nodes in a random network...
01/11/2019 ∙ by Haidong Li, et al. ∙
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