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    • DNNs as layers of cooperating classifiers 

      Davel, Marelie H.; Theunissen, Marthinus W.; Pretorius, Arnold M.; Barnard, Etienne (AAAI Press, 2020-01)
      A robust theoretical framework that can describe and predict the generalization ability of deep neural networks (DNNs) in general circumstances remains elusive. Classical attempts have produced complexity metrics that rely ...