TheComputational Advantage of Depth in LearningHigh-Dimensional Hierarchical Targets

Neural Information Processing Systems 

In this paper, we introduce a class of target functions (single and multi-index Gaussian hierarchical targets) that incorporate a hierarchy of latent subspace dimensionalities.

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