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

Lee, MoontaeCornell University2018

… that can model various discrete objects by their joint instances with other objects. Transforming unsupervised problems of learning low-dimensional geometry into provable decompositions of co-occurrence information, spectral inference provides fast algorithms and optimality guarantees for …

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