Sample Complexity of Linear Learning Machines with Different Restrictions over Weights

Marcin Korzen, Przemyslaw Klesk. Sample Complexity of Linear Learning Machines with Different Restrictions over Weights. In Leszek Rutkowski, Marcin Korytkowski, Rafal Scherer, Ryszard Tadeusiewicz, Lotfi A. Zadeh, Jacek M. Zurada, editors, Artificial Intelligence and Soft Computing - 11th International Conference, ICAISC 2012, Zakopane, Poland, April 29-May 3, 2012, Proceedings, Part II. Volume 7268 of Lecture Notes in Computer Science, pages 111-119, Springer, 2012. [doi]

Abstract

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