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Joint-stochastic Spectral Inference for Robust Co-occurrence Modeling and Latent Topic Analysis

Lee, MoontaeCornell University2018

… information, spectral inference provides fast algorithms and optimality guarantees for non-linear dimensionality reduction or latent topic analysis. Spectral approaches reduce the dependence on the original training examples and produce substantial gain in efficiency, but at costs: a) The …

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