PAC-learning and Asymptotic System Identi cationTheory

@inproceedings{LjungDept1996PAClearningAA,
  title={PAC-learning and Asymptotic System Identi cationTheory},
  author={Lennart LjungDept},
  year={1996}
}
  • Lennart LjungDept
  • Published 1996
In this paper we discuss PAC-learning of functions from a traditional System Identiicaton perspective. The well established asymptotic theory for the iden-tiied models' properties is reviewed from the PAC-learning perspective. The role of nite-dimensional, smooth parametrizations over compact parameter sets is spelled out. This also sets some limits for the interest of identiication-theory type results in a learning-tehory context. 

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