Sequential prediction for budgeted learning : Application to trigger design

Sequential prediction for budgeted learning : Application to trigger design

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Classification in machine learning has been extensively studied during the pastdecades. Many solutions have been proposed to output accurate classifiers and toobtain statistical grantees on the unseen observations. However, when machinelearning algorithms meet concrete industrial or scientific appli...

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Bibliographic Details
Main Author: Benbouzid, Djalel
Language:English
Published: Université Paris Sud - Paris XI 2014
Subjects:
[INFO:INFO_OH] Computer Science/Other
[INFO:INFO_OH] Informatique/Autre
Machine learning
Classification
Fast classification
Budgeted classification
Sequential classification
Trigger
LHCb
Cascades
Reinforcement learning
Online Access:http://tel.archives-ouvertes.fr/tel-00990245
http://tel.archives-ouvertes.fr/docs/00/99/02/45/ANNEX/VD2_BENBOUZID_DJALEL_20022014_Synthese_en_francais_Annexes.pdf
http://tel.archives-ouvertes.fr/docs/00/99/02/45/PDF/VD2_BENBOUZID_DJALEL_20022014.pdf
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