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- W1579468022 abstract "We treat the problem of searching for hidden multi-dimensional independent auto-regressive processes. First, we transform the problem to Independent Subspace Analysis (ISA). Our main contribution concerns ISA. We show that under certain conditions, ISA is equivalent to a combinatorial optimization problem. For the solution of this optimization we apply the cross-entropy method. Numerical simulations indicate that the cross-entropy method can provide considerable improvements over other state-of-the-art methods." @default.
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- W1579468022 date "2006-01-01" @default.
- W1579468022 modified "2023-10-18" @default.
- W1579468022 title "Cross-Entropy Optimization for Independent Process Analysis" @default.
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- W1579468022 doi "https://doi.org/10.1007/11679363_113" @default.
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