Elie Azeraf

Publication Activity (10 Years)

Years Active: 2020-2023
Publications (10 Years): 14

Top Topics

Text Segmentation

Conditional Random Fields

Top Venues

Publications

Elie Azeraf, Emmanuel Monfrini, Wojciech Pieczynski
Equivalence between LC-CRF and HMM, and Discriminative Computing of HMM-Based MPM and MAP. Algorithms 16 (3) (2023)
Elie Azeraf, Emmanuel Monfrini, Wojciech Pieczynski
Linear chain conditional random fields, hidden Markov models, and related classifiers. CoRR (2023)
Elie Azeraf, Emmanuel Monfrini, Wojciech Pieczynski
Deriving discriminative classifiers from generative models. CoRR (2022)
Elie Azeraf, Emmanuel Monfrini, Wojciech Pieczynski
Improving Usual Naive Bayes Classifier Performances with Neural Naive Bayes based Models. ICPRAM (2022)
Elie Azeraf, Emmanuel Monfrini, Wojciech Pieczynski
On Equivalence between Linear-chain Conditional Random Fields and Hidden Markov Chains. ICAART (3) (2022)
Elie Azeraf, Emmanuel Monfrini, Emmanuel Vignon, Wojciech Pieczynski
Introducing the Hidden Neural Markov Chain framework. CoRR (2021)
Elie Azeraf, Emmanuel Monfrini, Emmanuel Vignon, Wojciech Pieczynski
Highly Fast Text Segmentation With Pairwise Markov Chains. CIST (2021)
Elie Azeraf, Emmanuel Monfrini, Wojciech Pieczynski
Improving usual Naive Bayes classifier performances with Neural Naive Bayes based models. CoRR (2021)
Elie Azeraf, Emmanuel Monfrini, Emmanuel Vignon, Wojciech Pieczynski
Highly Fast Text Segmentation With Pairwise Markov Chains. CoRR (2021)
Elie Azeraf, Emmanuel Monfrini, Emmanuel Vignon, Wojciech Pieczynski
Introducing the Hidden Neural Markov Chain Framework. ICAART (2) (2021)
Elie Azeraf, Emmanuel Monfrini, Wojciech Pieczynski
On equivalence between linear-chain conditional random fields and hidden Markov chains. CoRR (2021)
Elie Azeraf, Emmanuel Monfrini, Wojciech Pieczynski
Using the Naive Bayes as a discriminative model. ICMLC (2021)
Elie Azeraf, Emmanuel Monfrini, Wojciech Pieczynski
Using the Naive Bayes as a discriminative classifier. CoRR (2020)
Elie Azeraf, Emmanuel Monfrini, Emmanuel Vignon, Wojciech Pieczynski
Hidden Markov Chains, Entropic Forward-Backward, and Part-Of-Speech Tagging. CoRR (2020)