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Starting Probabilistic Document Retrieval
I want to work through some papers on probabilistic document retrieval mainly to find out the state of things in this area with regards to the depth of infiltration of generative models in this domain. Note that literature refers to … Continue reading
Posted in modeling, statistics
Tagged documents, modeling, retrieval, statistics, topic
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Modeling atop a document representation
The paper “DiscLDA: Discriminative Learning for Dimensionality Reduction and Classification” [1] describes a model that not only generates documents but learns them by associating each document with a label. The discrimination of a document is a function of the generative … Continue reading
Posted in optimization, statistics
Tagged discriminative, documents, generative, modeling, statistics
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