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Emmanuel Monfrini

LORIA

Linear chain conditional random fields, hidden Markov models, and related classifiers

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Jan 03, 2023
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Deriving discriminative classifiers from generative models

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Jan 03, 2022
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On equivalence between linear-chain conditional random fields and hidden Markov chains

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Nov 14, 2021
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Improving usual Naive Bayes classifier performances with Neural Naive Bayes based models

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Nov 14, 2021
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Introducing the Hidden Neural Markov Chain framework

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Feb 17, 2021
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Highly Fast Text Segmentation With Pairwise Markov Chains

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Feb 17, 2021
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Using the Naive Bayes as a discriminative classifier

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Dec 25, 2020
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Hidden Markov Chains, Entropic Forward-Backward, and Part-Of-Speech Tagging

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May 21, 2020
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A Quadratic Loss Multi-Class SVM

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Apr 30, 2008
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