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- W1566002500 abstract "The original Independent Component Analysis (ICA) problem of blindly separating a mixture of a finite number of real-valued statistically independent one-dimensional sources has been extended in a number of ways in recent years. These include dropping the assumption that all sources are one-dimensional and some extensions to the case where the sources are not real-valued. We introduce an extension in a further direction, no longer assuming only a finite number of sources, but instead allowing infinitely many. We define a notion of independent sources for this case and show separability of ICA in this framework." @default.
- W1566002500 created "2016-06-24" @default.
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- W1566002500 date "2012-01-01" @default.
- W1566002500 modified "2023-09-26" @default.
- W1566002500 title "To Infinity and Beyond: On ICA over Hilbert Spaces" @default.
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- W1566002500 doi "https://doi.org/10.1007/978-3-642-28551-6_23" @default.
- W1566002500 hasPublicationYear "2012" @default.
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