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A multi-level procedure for enhancing accuracy of machine learning algorithms
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Active Learning of Uniformly Accurate Inter-atomic Potentials for Materials Simulation
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A priori estimates of the population risk for two-layer neural networks
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A Priori Estimates of the Generalization Error for Two-layer Neural Networks
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Model reduction usingL1-norm minimization as an application to nonlinear hyperbolic problems: Model reduction for hyperbolic problems