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06/21/2023
Encoding Enhanced Complex CNN for Accurate and Highly Accelerated MRI
Magnetic resonance imaging (MRI) using hyperpolarized noble gases provid...
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01/27/2022
Efficient Distributed Learning in Stochastic Non-cooperative Games without Information Exchange
In this work, we study stochastic non-cooperative games, where only nois...
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12/10/2020
Efficient Learning for Clustering and Optimizing Context-Dependent Designs
We consider a simulation optimization problem for a context-dependent de...
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12/10/2020
Context-dependent Ranking and Selection under a Bayesian Framework
We consider a context-dependent ranking and selection problem. The best ...
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07/08/2020
Minimax Efficient Finite-Difference Stochastic Gradient Estimators Using Black-Box Function Evaluations
We consider stochastic gradient estimation using noisy black-box functio...
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01/11/2019