15th Triennial World Congress of the International Federation of Automatic Control
Barcelona, 21–26 July 2002

A Learning Approach to Identification and Control

Session Slot: T-Mo-A02
Area Code: 3a

Paper TitleAuthors  
Model-set identification based on learning-theoretic inequalitiesYasuaki Oishi and Hidenori Kimura
Learning of FIR and ARX Neural Networks With Empirical Risk Minimization AlgorithmKayvan Najarian
Identification of Reliable Predictor Models for Unknown Systems: a Data-Consistency Approach Based on Learning TheoryGiuseppe Calafiore, M.C. Campi, and Laurent El Ghaoui
Multiarmed Bandits in the Worst CaseNicolò Cesa-Bianchi
A Learning Theory Approach to System IdentificationM. Vidyasagar and R.L. Karandikar
Non-Asymptotic Quality Assessment of the Least Squares EstimateSu Ki Ooi, M.C. Campi, E. Weyer