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- Augusto Maurer, Massimiliano Pontil
- IEEE Trans. Information Theory
- 2010

Abstract. This paper presents a general coding method where data in a Hilbert space are represented by finite dimensional coding vectors. The method is based on empirical risk minimization within a certain class of linear operators, which map the set of coding vectors to the Hilbert space. Two results bounding the expected reconstruction error of the method… (More)

- Augusto Maurer, Massimiliano Pontil
- IEEE Transactions on Information Theory
- 2010

This paper presents a general coding method where data in a Hilbert space are represented by finite dimensional coding vectors. The method is based on empirical risk minimization within a certain class of linear operators, which map the set of coding vectors to the Hilbert space. Two results bounding the expected reconstruction error of the method are… (More)

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