• Query, PACS and simple-PAC learning 

      Castro Rabal, Jorge; Guijarro Guillem, David (1998-01)
      Report de recerca
      Accés obert
      We study a distribution dependent form of PAC learning that uses probability distributions related to Kolmogorov complexity. We relate the PACS model, defined by Denis, D'Halluin and Gilleron, with the standard simple-PAC ...
    • Simple PAC learning of simple decision lists 

      Castro Rabal, Jorge; Balcázar Navarro, José Luis (1995-06)
      Report de recerca
      Accés obert
      We prove that log n-decision lists - the class of decision lists such that all their terms have low Kolmogorov complexity - are learnable in the simple PAC learning model. The proof is based on a transformation from an ...