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Variational inference for robust sequential learning of multilayered perceptron neural network

We derive a new sequential learning algorithm for Multilayered Perceptron (MLP) neural network robust to outliers. Presence of outliers in data results in failure of the model especially if data processing is performed on-line or in real time. Extended Kalman filter robust to outliers (EKF-OR) is pr...

Whakaahuatanga katoa

I tiakina i:
Ngā taipitopito rārangi puna kōrero
Ngā kaituhi matua: Vuković Najdan, Mitić Marko, Miljković Zoran
Hōputu: Artigo
Reo:Inglês
I whakaputaina: University of Belgrade - Faculty of Mechanical Engineering, Belgrade 2015-01-01
Rangatū:FME Transactions
Ngā marau:
Urunga tuihono:https://scindeks-clanci.ceon.rs/data/pdf/1451-2092/2015/1451-20921502123V.pdf
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