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Iterative Scaling and Coordinate Descent Methods for Maximum Entropy Models
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2010
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Mathematical ProgrammingLarge-scale Global OptimizationEngineeringMachine LearningCorpus LinguisticsText MiningNatural Language ProcessingIterative ScalingInformation RetrievalData ScienceData MiningComputational LinguisticsLanguage StudiesApproximation TheoryNeural Scaling LawMachine TranslationKnowledge DiscoveryLarge Scale OptimizationComputer ScienceMaximum EntropyStatistical Learning TheoryAlgorithmic Information TheoryFeature ScalingModel OptimizationText NormalizationEntropyText ProcessingLinguisticsMultiscale Modeling
Maximum entropy (Maxent) is useful in natural language processing and many other areas. Iterative scaling (IS) methods are one of the most popular approaches to solve Maxent. With many variants of ...