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Proceedings of the sixth annual conference on Computational learning theory
Annual Conference Computational Learning Theory, 1993Lenny Pitt
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Some notes on computational learning theory
1991The background of the computational learning theory is recalled and the two main components of the pac learning model, i.e. the statistical and computational component, are presented. In particular, a useful combinatorial tool, the Vapnick-Chervonenkis dimension, is introduced. Finally, some applications to neural networks are shown.
Bertoni, A +2 more
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Computational Learning Theory and Natural Learning Systems, Volume 2
1994As with Volume I, this second volume represents a synthesis of issues in three historically distinct areas of learning research: computational learning theory, neural network research, and symbolic machine learning. While the first volume provided a forum for building a science of computational learning across fields, this volume attempts to define ...
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Computational Learning Theory and Neural Networks: A Survey of Selected Topics
, 1994György Turán
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Recent advances in computational modeling of MOFs: From molecular simulations to machine learning
Coordination Chemistry Reviews, 2023Hakan Demir +2 more
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