Generalization Bounds for KDimensional Coding Schemes in Hilbert Spaces Andreas Maurer and Massimiliano Pontil Adalbertstrasse D Munchen Germany andreasmaurercompuserve
com Dept of Computer Science University College London Malet Pl WC1E London UK mpontilcsuclacuk Abstract We give a bound on the expected reconstruction error for a general coding method where data in a Hilbert space are represented by 64257nite dimen
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